From e63fbc5a3e9943e7d452d03f24645d31ed48c57c Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:11:19 +0800 Subject: [PATCH 01/39] Update train.sh release the use of blank. --- train.sh | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/train.sh b/train.sh index 743eb7d..dd3c7a6 100644 --- a/train.sh +++ b/train.sh @@ -1,5 +1,4 @@ -./experiments/scripts/fast_rcnn_std.sh 0 VGG16 pascal_voc -./experiments/scripts/fast_rcnn_adv_pretrain.sh 0 VGG16 pascal_voc +./experiments/scripts/fast_rcnn_std.sh 0 VGG16 pascal_voc +./experiments/scripts/fast_rcnn_adv_pretrain.sh 0 VGG16 pascal_voc ./copy_model.h -./experiments/scripts/fast_rcnn_adv.sh 0 VGG16 pascal_voc - +./experiments/scripts/fast_rcnn_adv.sh 0 VGG16 pascal_voc From 79bba6b2e3896aab36e7dc0f45071ea36305509a Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:21:35 +0800 Subject: [PATCH 02/39] Delete fetch_imagenet_models.sh --- data/scripts/fetch_imagenet_models.sh | 34 --------------------------- 1 file changed, 34 deletions(-) delete mode 100755 data/scripts/fetch_imagenet_models.sh diff --git a/data/scripts/fetch_imagenet_models.sh b/data/scripts/fetch_imagenet_models.sh deleted file mode 100755 index de18050..0000000 --- a/data/scripts/fetch_imagenet_models.sh +++ /dev/null @@ -1,34 +0,0 @@ -#!/bin/bash - -DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )/../" && pwd )" -cd $DIR - -FILE=imagenet_models.tgz -URL=http://www.cs.berkeley.edu/~rbg/faster-rcnn-data/$FILE -CHECKSUM=ed34ca912d6782edfb673a8c3a0bda6d - -if [ -f $FILE ]; then - echo "File already exists. Checking md5..." - os=`uname -s` - if [ "$os" = "Linux" ]; then - checksum=`md5sum $FILE | awk '{ print $1 }'` - elif [ "$os" = "Darwin" ]; then - checksum=`cat $FILE | md5` - fi - if [ "$checksum" = "$CHECKSUM" ]; then - echo "Checksum is correct. No need to download." - exit 0 - else - echo "Checksum is incorrect. Need to download again." - fi -fi - -echo "Downloading pretrained ImageNet models (1G)..." - -wget $URL -O $FILE - -echo "Unzipping..." - -tar zxvf $FILE - -echo "Done. Please run this command again to verify that checksum = $CHECKSUM." From b0cdb6f67528db16aa6dda7839c1355bf1fc77d4 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:21:43 +0800 Subject: [PATCH 03/39] Delete fetch_fast_rcnn_ohem_models.sh --- data/scripts/fetch_fast_rcnn_ohem_models.sh | 34 --------------------- 1 file changed, 34 deletions(-) delete mode 100755 data/scripts/fetch_fast_rcnn_ohem_models.sh diff --git a/data/scripts/fetch_fast_rcnn_ohem_models.sh b/data/scripts/fetch_fast_rcnn_ohem_models.sh deleted file mode 100755 index 63b613c..0000000 --- a/data/scripts/fetch_fast_rcnn_ohem_models.sh +++ /dev/null @@ -1,34 +0,0 @@ -#!/bin/bash - -DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )/../" && pwd )" -cd $DIR - -FILE=fast_rcnn_ohem_models.tgz -URL=http://graphics.cs.cmu.edu/projects/ohem/data/$FILE -CHECKSUM=cbfd5b7ed5ec4d5cb838701cbf1f3ccb - -if [ -f $FILE ]; then - echo "File already exists. Checking md5..." - os=`uname -s` - if [ "$os" = "Linux" ]; then - checksum=`md5sum $FILE | awk '{ print $1 }'` - elif [ "$os" = "Darwin" ]; then - checksum=`cat $FILE | md5` - fi - if [ "$checksum" = "$CHECKSUM" ]; then - echo "Checksum is correct. No need to download." - exit 0 - else - echo "Checksum is incorrect. Need to download again." - fi -fi - -echo "Downloading Fast R-CNN OHEM models (VGG16 and VGG_CNN_M_1024)(1.5G)..." - -wget $URL -O $FILE - -echo "Unzipping..." - -tar zxvf $FILE - -echo "Done. Please run this command again to verify that checksum = $CHECKSUM." From 0ec881983a0bf439c061de44d1e44cdb37510750 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:21:52 +0800 Subject: [PATCH 04/39] Delete fetch_selective_search_data.sh --- data/scripts/fetch_selective_search_data.sh | 34 --------------------- 1 file changed, 34 deletions(-) delete mode 100755 data/scripts/fetch_selective_search_data.sh diff --git a/data/scripts/fetch_selective_search_data.sh b/data/scripts/fetch_selective_search_data.sh deleted file mode 100755 index 84c0aca..0000000 --- a/data/scripts/fetch_selective_search_data.sh +++ /dev/null @@ -1,34 +0,0 @@ -#!/bin/bash - -DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )/../" && pwd )" -cd $DIR - -FILE=selective_search_data.tgz -URL=http://www.cs.berkeley.edu/~rbg/fast-rcnn-data/$FILE -CHECKSUM=7078c1db87a7851b31966b96774cd9b9 - -if [ -f $FILE ]; then - echo "File already exists. Checking md5..." - os=`uname -s` - if [ "$os" = "Linux" ]; then - checksum=`md5sum $FILE | awk '{ print $1 }'` - elif [ "$os" = "Darwin" ]; then - checksum=`cat $FILE | md5` - fi - if [ "$checksum" = "$CHECKSUM" ]; then - echo "Checksum is correct. No need to download." - exit 0 - else - echo "Checksum is incorrect. Need to download again." - fi -fi - -echo "Downloading precomputed selective search boxes (0.5G)..." - -wget $URL -O $FILE - -echo "Unzipping..." - -tar zxvf $FILE - -echo "Done. Please run this command again to verify that checksum = $CHECKSUM." From 2da1c3bbfe7602018672a99404fecbfeefe07790 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:22:11 +0800 Subject: [PATCH 05/39] Add files via upload --- data/scripts/fetch_fast_rcnn_models.sh | 34 +++++++++++++++++++++ data/scripts/fetch_imagenet_models.sh | 34 +++++++++++++++++++++ data/scripts/fetch_selective_search_data.sh | 34 +++++++++++++++++++++ 3 files changed, 102 insertions(+) create mode 100644 data/scripts/fetch_fast_rcnn_models.sh create mode 100644 data/scripts/fetch_imagenet_models.sh create mode 100644 data/scripts/fetch_selective_search_data.sh diff --git a/data/scripts/fetch_fast_rcnn_models.sh b/data/scripts/fetch_fast_rcnn_models.sh new file mode 100644 index 0000000..6cbb430 --- /dev/null +++ b/data/scripts/fetch_fast_rcnn_models.sh @@ -0,0 +1,34 @@ +#!/bin/bash + +DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )/../" && pwd )" +cd $DIR + +FILE=fast_rcnn_models.tgz +URL=https://dl.dropboxusercontent.com/s/e3ugqq3lca4z8q6/fast_rcnn_models.tgz +CHECKSUM=5f7dde9f5376e18c8e065338cc5df3f7 + +if [ -f $FILE ]; then + echo "File already exists. Checking md5..." + os=`uname -s` + if [ "$os" = "Linux" ]; then + checksum=`md5sum $FILE | awk '{ print $1 }'` + elif [ "$os" = "Darwin" ]; then + checksum=`cat $FILE | md5` + fi + if [ "$checksum" = "$CHECKSUM" ]; then + echo "Checksum is correct. No need to download." + exit 0 + else + echo "Checksum is incorrect. Need to download again." + fi +fi + +echo "Downloading Fast R-CNN demo models (0.96G)..." + +wget $URL -O $FILE + +echo "Unzipping..." + +tar zxvf $FILE + +echo "Done. Please run this command again to verify that checksum = $CHECKSUM." diff --git a/data/scripts/fetch_imagenet_models.sh b/data/scripts/fetch_imagenet_models.sh new file mode 100644 index 0000000..0660796 --- /dev/null +++ b/data/scripts/fetch_imagenet_models.sh @@ -0,0 +1,34 @@ +#!/bin/bash + +DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )/../" && pwd )" +cd $DIR + +FILE=imagenet_models.tgz +URL=https://dl.dropboxusercontent.com/s/riazjuizq0w7dqm/imagenet_models.tgz +CHECKSUM=8b1d4b9da0593fc70ef403284f810adc + +if [ -f $FILE ]; then + echo "File already exists. Checking md5..." + os=`uname -s` + if [ "$os" = "Linux" ]; then + checksum=`md5sum $FILE | awk '{ print $1 }'` + elif [ "$os" = "Darwin" ]; then + checksum=`cat $FILE | md5` + fi + if [ "$checksum" = "$CHECKSUM" ]; then + echo "Checksum is correct. No need to download." + exit 0 + else + echo "Checksum is incorrect. Need to download again." + fi +fi + +echo "Downloading pretrained ImageNet models (1G)..." + +wget $URL -O $FILE + +echo "Unzipping..." + +tar zxvf $FILE + +echo "Done. Please run this command again to verify that checksum = $CHECKSUM." diff --git a/data/scripts/fetch_selective_search_data.sh b/data/scripts/fetch_selective_search_data.sh new file mode 100644 index 0000000..cd88ece --- /dev/null +++ b/data/scripts/fetch_selective_search_data.sh @@ -0,0 +1,34 @@ +#!/bin/bash + +DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )/../" && pwd )" +cd $DIR + +FILE=selective_search_data.tgz +URL=https://dl.dropboxusercontent.com/s/orrt7o6bp6ae0tc/selective_search_data.tgz +CHECKSUM=7078c1db87a7851b31966b96774cd9b9 + +if [ -f $FILE ]; then + echo "File already exists. Checking md5..." + os=`uname -s` + if [ "$os" = "Linux" ]; then + checksum=`md5sum $FILE | awk '{ print $1 }'` + elif [ "$os" = "Darwin" ]; then + checksum=`cat $FILE | md5` + fi + if [ "$checksum" = "$CHECKSUM" ]; then + echo "Checksum is correct. No need to download." + exit 0 + else + echo "Checksum is incorrect. Need to download again." + fi +fi + +echo "Downloading precomputed selective search boxes (0.5G)..." + +wget $URL -O $FILE + +echo "Unzipping..." + +tar zxvf $FILE + +echo "Done. Please run this command again to verify that checksum = $CHECKSUM." 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zb}vsSNZSIXyW#UkSfB4BZxK#emFytpOJWJ{Cgm&m_A^{M#YkkEX`EXq+X!z}7UlN4 zVyr~h?8dcRR(>dhmQ0>+u_|d)?Kv8jlyb2lizl_uMs^|v7h0CWTgsLdKKiPC8IgaoXCd}AtjcpUJKJkC1fX_HcQe& z4bqZ0pC+*{G^2bGY8J)EmCTdMm*aOS^jGD*5~uv8v>qaq7g0KB_y}o=XkJLGS5Wd? z;zePE5zZ17qb(J&3+VkKTB#V7;Rx*};}tCGM=M%yKrAgK`g!s*IDk=t5uyaK;CTCWWKm&2i;165L-FGDQ6y6^iOf7UNXnFL>|fxi}w zmcR0JJw>QnLz#NiD!rT>A;RjYjt;tp)q6FvplDioXpm$jz`0~7C`GCIa7QW4$UO%R z7h?p?8OLS#US-eznHDQkrZUfh(o&d7$wnOYDno4qA9Oj|E=M2bXr}^mElSEUqt`JT zvHYMs8cO&sW1{Y(!dPS{g!1OQ?|aTuE!Syd4l) z??9TOoLY4Wc-(sOo`YmYEDy9&RJ)!H^;e}-A-%g#Pmb2s%yxm(*K%*qPtfil>Vth+ z4La&Vqu!eE)0k9Nd#`9{$X$9kg|`~q^(ITI9bUc&BhcQgdOh(&w&6aMw0fM Date: Sun, 10 Dec 2017 14:35:36 +0800 Subject: [PATCH 12/39] Update README.md --- data/README.md | 21 +++++++++++++-------- 1 file changed, 13 insertions(+), 8 deletions(-) diff --git a/data/README.md b/data/README.md index bc09d23..9e98a38 100755 --- a/data/README.md +++ b/data/README.md @@ -3,23 +3,28 @@ This directory holds (*after you download them*): - Caffe models pre-trained on ImageNet - Symlinks to datasets -To download Fast R-CNN models (VGG_CNN_M_1024, VGG16) trained with OHEM on VOC 2007 trainval, run: - +To download Fast R-CNN models (VGG_CNN_M_1024, VGG16) trained on VOC 2007 trainval, run: ``` -./data/scripts/fetch_fast_rcnn_ohem_models.sh +./data/scripts/fetch_fast_rcnn_models.sh ``` -This script will populate `data/fast_rcnn_ohem_models` with VGG16 and VGG_CNN_M_1024 models (Fast R-CNN detectors trained with OHEM). - - To download Caffe models (ZF, VGG16) pre-trained on ImageNet, run: - ``` ./data/scripts/fetch_imagenet_models.sh ``` - This script will populate `data/imagenet_models`. +Pre-computed Selective Search boxes +(Downloaded using data/fetch_selective_search_data.sh) +* `./selective_search_boxes/voc_2007_train.mat` +* `./selective_search_boxes/voc_2007_val.mat` +* `./selective_search_boxes/voc_2007_trainval.mat` +* `./selective_search_boxes/voc_2007_test.mat` +* `./selective_search_boxes/voc_2012_train.mat` +* `./selective_search_boxes/voc_2012_val.mat` +* `./selective_search_boxes/voc_2012_trainval.mat` +* `./selective_search_boxes/voc_2012_test.mat` + In order to train and test with PASCAL VOC, you will need to establish symlinks. From the `data` directory (`cd data`): From b22002cd1a3184b53ce8a1d28c35523985e397c3 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:36:40 +0800 Subject: [PATCH 13/39] Update fetch_selective_search_data.sh --- data/scripts/fetch_selective_search_data.sh | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/data/scripts/fetch_selective_search_data.sh b/data/scripts/fetch_selective_search_data.sh index cd88ece..7f22c55 100644 --- a/data/scripts/fetch_selective_search_data.sh +++ b/data/scripts/fetch_selective_search_data.sh @@ -1,11 +1,10 @@ #!/bin/bash -DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )/../" && pwd )" +DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )" cd $DIR -FILE=selective_search_data.tgz -URL=https://dl.dropboxusercontent.com/s/orrt7o6bp6ae0tc/selective_search_data.tgz -CHECKSUM=7078c1db87a7851b31966b96774cd9b9 +FILE=r-cnn-release1-selective-search.tgz +CHECKSUM=6cf6df219c1e514f64482f11d00bd0b4 if [ -f $FILE ]; then echo "File already exists. Checking md5..." @@ -16,16 +15,16 @@ if [ -f $FILE ]; then checksum=`cat $FILE | md5` fi if [ "$checksum" = "$CHECKSUM" ]; then - echo "Checksum is correct. No need to download." + echo "Model checksum is correct. No need to download." exit 0 else - echo "Checksum is incorrect. Need to download again." + echo "Model checksum is incorrect. Need to download again." fi fi -echo "Downloading precomputed selective search boxes (0.5G)..." +echo "Downloading precomputed selective search boxes (1.8G)..." -wget $URL -O $FILE +wget https://dl.dropboxusercontent.com/s/uf2i1y2oee7c6n1/r-cnn-release1-selective-search.tgz echo "Unzipping..." From f94947eea0e6ca0facb02539589e383ad11c7dd9 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:40:45 +0800 Subject: [PATCH 14/39] Update setup.py Adapted in python3 --- lib/setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/setup.py b/lib/setup.py index 0f4615f..ab00850 100755 --- a/lib/setup.py +++ b/lib/setup.py @@ -50,7 +50,7 @@ def locate_cuda(): cudaconfig = {'home':home, 'nvcc':nvcc, 'include': pjoin(home, 'include'), 'lib64': pjoin(home, 'lib64')} - for k, v in cudaconfig.iteritems(): + for k, v in cudaconfig.items(): if not os.path.exists(v): raise EnvironmentError('The CUDA %s path could not be located in %s' % (k, v)) From bd4935e5d6536d136aee5bf508a862005f0ab24c Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:44:34 +0800 Subject: [PATCH 15/39] Update mcg_munge.py Adapted in python3 --- lib/datasets/tools/mcg_munge.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/datasets/tools/mcg_munge.py b/lib/datasets/tools/mcg_munge.py index 1392aa3..22d5bdc 100755 --- a/lib/datasets/tools/mcg_munge.py +++ b/lib/datasets/tools/mcg_munge.py @@ -28,7 +28,7 @@ def munge(src_dir): os.makedirs(dst_dir) src = os.path.join(src_dir, fn) dst = os.path.join(dst_dir, fn) - print 'MV: {} -> {}'.format(src, dst) + print('MV: {} -> {}'.format(src, dst)) os.rename(src, dst) if __name__ == '__main__': From 38ab32f4fcc5c2eef3dc524df7f20a54569dfb8e Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:46:41 +0800 Subject: [PATCH 16/39] Update voc_eval.m Refresh The VOCopts.detrespath --- lib/datasets/VOCdevkit-matlab-wrapper/voc_eval.m | 1 + 1 file changed, 1 insertion(+) diff --git a/lib/datasets/VOCdevkit-matlab-wrapper/voc_eval.m b/lib/datasets/VOCdevkit-matlab-wrapper/voc_eval.m index 1911a0e..b19e9de 100755 --- a/lib/datasets/VOCdevkit-matlab-wrapper/voc_eval.m +++ b/lib/datasets/VOCdevkit-matlab-wrapper/voc_eval.m @@ -2,6 +2,7 @@ VOCopts = get_voc_opts(path); VOCopts.testset = test_set; +VOCopts.detrespath=[VOCopts.resdir 'Main/%s_det_' VOCopts.testset '_%s.txt']; for i = 1:length(VOCopts.classes) cls = VOCopts.classes{i}; From 9aaf2bb1f1e964bcb53c3f3d74aab4d22eb93845 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:47:43 +0800 Subject: [PATCH 17/39] Update coco.py Adapted in python3 --- lib/datasets/coco.py | 56 ++++++++++++++++++++++---------------------- 1 file changed, 28 insertions(+), 28 deletions(-) diff --git a/lib/datasets/coco.py b/lib/datasets/coco.py index bfe8ff3..54eec3c 100755 --- a/lib/datasets/coco.py +++ b/lib/datasets/coco.py @@ -13,7 +13,7 @@ import numpy as np import scipy.sparse import scipy.io as sio -import cPickle +import pickle import json import uuid # COCO API @@ -33,7 +33,7 @@ def _filter_crowd_proposals(roidb, crowd_thresh): non_gt_inds = np.where(entry['gt_classes'] == 0)[0] if len(crowd_inds) == 0 or len(non_gt_inds) == 0: continue - iscrowd = [int(True) for _ in xrange(len(crowd_inds))] + iscrowd = [int(True) for _ in range(len(crowd_inds))] crowd_boxes = ds_utils.xyxy_to_xywh(entry['boxes'][crowd_inds, :]) non_gt_boxes = ds_utils.xyxy_to_xywh(entry['boxes'][non_gt_inds, :]) ious = COCOmask.iou(non_gt_boxes, crowd_boxes, iscrowd) @@ -59,9 +59,9 @@ def __init__(self, image_set, year): self._COCO = COCO(self._get_ann_file()) cats = self._COCO.loadCats(self._COCO.getCatIds()) self._classes = tuple(['__background__'] + [c['name'] for c in cats]) - self._class_to_ind = dict(zip(self.classes, xrange(self.num_classes))) - self._class_to_coco_cat_id = dict(zip([c['name'] for c in cats], - self._COCO.getCatIds())) + self._class_to_ind = dict(list(zip(self.classes, list(range(self.num_classes))))) + self._class_to_coco_cat_id = dict(list(zip([c['name'] for c in cats], + self._COCO.getCatIds()))) self._image_index = self._load_image_set_index() # Default to roidb handler self.set_proposal_method('selective_search') @@ -76,7 +76,7 @@ def __init__(self, image_set, year): } coco_name = image_set + year # e.g., "val2014" self._data_name = (self._view_map[coco_name] - if self._view_map.has_key(coco_name) + if coco_name in self._view_map else coco_name) # Dataset splits that have ground-truth annotations (test splits # do not have gt annotations) @@ -140,9 +140,9 @@ def _roidb_from_proposals(self, method): if osp.exists(cache_file): with open(cache_file, 'rb') as fid: - roidb = cPickle.load(fid) - print '{:s} {:s} roidb loaded from {:s}'.format(self.name, method, - cache_file) + roidb = pickle.load(fid) + print('{:s} {:s} roidb loaded from {:s}'.format(self.name, method, + cache_file)) return roidb if self._image_set in self._gt_splits: @@ -154,8 +154,8 @@ def _roidb_from_proposals(self, method): else: roidb = self._load_proposals(method, None) with open(cache_file, 'wb') as fid: - cPickle.dump(roidb, fid, cPickle.HIGHEST_PROTOCOL) - print 'wrote {:s} roidb to {:s}'.format(method, cache_file) + pickle.dump(roidb, fid, pickle.HIGHEST_PROTOCOL) + print('wrote {:s} roidb to {:s}'.format(method, cache_file)) return roidb def _load_proposals(self, method, gt_roidb): @@ -177,10 +177,10 @@ def _load_proposals(self, method, gt_roidb): 'edge_boxes_70'] assert method in valid_methods - print 'Loading {} boxes'.format(method) + print('Loading {} boxes'.format(method)) for i, index in enumerate(self._image_index): if i % 1000 == 0: - print '{:d} / {:d}'.format(i + 1, len(self._image_index)) + print('{:d} / {:d}'.format(i + 1, len(self._image_index))) box_file = osp.join( cfg.DATA_DIR, 'coco_proposals', method, 'mat', @@ -213,16 +213,16 @@ def gt_roidb(self): cache_file = osp.join(self.cache_path, self.name + '_gt_roidb.pkl') if osp.exists(cache_file): with open(cache_file, 'rb') as fid: - roidb = cPickle.load(fid) - print '{} gt roidb loaded from {}'.format(self.name, cache_file) + roidb = pickle.load(fid) + print('{} gt roidb loaded from {}'.format(self.name, cache_file)) return roidb gt_roidb = [self._load_coco_annotation(index) for index in self._image_index] with open(cache_file, 'wb') as fid: - cPickle.dump(gt_roidb, fid, cPickle.HIGHEST_PROTOCOL) - print 'wrote gt roidb to {}'.format(cache_file) + pickle.dump(gt_roidb, fid, pickle.HIGHEST_PROTOCOL) + print('wrote gt roidb to {}'.format(cache_file)) return gt_roidb def _load_coco_annotation(self, index): @@ -306,18 +306,18 @@ def _get_thr_ind(coco_eval, thr): precision = \ coco_eval.eval['precision'][ind_lo:(ind_hi + 1), :, :, 0, 2] ap_default = np.mean(precision[precision > -1]) - print ('~~~~ Mean and per-category AP @ IoU=[{:.2f},{:.2f}] ' - '~~~~').format(IoU_lo_thresh, IoU_hi_thresh) - print '{:.1f}'.format(100 * ap_default) + print(('~~~~ Mean and per-category AP @ IoU=[{:.2f},{:.2f}] ' + '~~~~').format(IoU_lo_thresh, IoU_hi_thresh)) + print('{:.1f}'.format(100 * ap_default)) for cls_ind, cls in enumerate(self.classes): if cls == '__background__': continue # minus 1 because of __background__ precision = coco_eval.eval['precision'][ind_lo:(ind_hi + 1), :, cls_ind - 1, 0, 2] ap = np.mean(precision[precision > -1]) - print '{:.1f}'.format(100 * ap) + print('{:.1f}'.format(100 * ap)) - print '~~~~ Summary metrics ~~~~' + print('~~~~ Summary metrics ~~~~') coco_eval.summarize() def _do_detection_eval(self, res_file, output_dir): @@ -330,8 +330,8 @@ def _do_detection_eval(self, res_file, output_dir): self._print_detection_eval_metrics(coco_eval) eval_file = osp.join(output_dir, 'detection_results.pkl') with open(eval_file, 'wb') as fid: - cPickle.dump(coco_eval, fid, cPickle.HIGHEST_PROTOCOL) - print 'Wrote COCO eval results to: {}'.format(eval_file) + pickle.dump(coco_eval, fid, pickle.HIGHEST_PROTOCOL) + print('Wrote COCO eval results to: {}'.format(eval_file)) def _coco_results_one_category(self, boxes, cat_id): results = [] @@ -348,7 +348,7 @@ def _coco_results_one_category(self, boxes, cat_id): [{'image_id' : index, 'category_id' : cat_id, 'bbox' : [xs[k], ys[k], ws[k], hs[k]], - 'score' : scores[k]} for k in xrange(dets.shape[0])]) + 'score' : scores[k]} for k in range(dets.shape[0])]) return results def _write_coco_results_file(self, all_boxes, res_file): @@ -360,12 +360,12 @@ def _write_coco_results_file(self, all_boxes, res_file): for cls_ind, cls in enumerate(self.classes): if cls == '__background__': continue - print 'Collecting {} results ({:d}/{:d})'.format(cls, cls_ind, - self.num_classes - 1) + print('Collecting {} results ({:d}/{:d})'.format(cls, cls_ind, + self.num_classes - 1)) coco_cat_id = self._class_to_coco_cat_id[cls] results.extend(self._coco_results_one_category(all_boxes[cls_ind], coco_cat_id)) - print 'Writing results json to {}'.format(res_file) + print('Writing results json to {}'.format(res_file)) with open(res_file, 'w') as fid: json.dump(results, fid) From 47e85365d322c6999d02277e58c1e895024bb858 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:53:26 +0800 Subject: [PATCH 18/39] Update factory.py Adapted in python3 --- lib/datasets/factory.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/datasets/factory.py b/lib/datasets/factory.py index 8c3fdb8..2b514d4 100755 --- a/lib/datasets/factory.py +++ b/lib/datasets/factory.py @@ -33,10 +33,10 @@ def get_imdb(name): """Get an imdb (image database) by name.""" - if not __sets.has_key(name): + if name not in __sets: raise KeyError('Unknown dataset: {}'.format(name)) return __sets[name]() def list_imdbs(): """List all registered imdbs.""" - return __sets.keys() + return list(__sets.keys()) From d03d5711abc94dff8b1872427a8643fa1bce4e52 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:54:01 +0800 Subject: [PATCH 19/39] Update imdb.py --- lib/datasets/imdb.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/lib/datasets/imdb.py b/lib/datasets/imdb.py index b56bf0a..fc68449 100755 --- a/lib/datasets/imdb.py +++ b/lib/datasets/imdb.py @@ -97,12 +97,12 @@ def evaluate_detections(self, all_boxes, output_dir=None): def _get_widths(self): return [PIL.Image.open(self.image_path_at(i)).size[0] - for i in xrange(self.num_images)] + for i in range(self.num_images)] def append_flipped_images(self): num_images = self.num_images widths = self._get_widths() - for i in xrange(num_images): + for i in range(num_images): boxes = self.roidb[i]['boxes'].copy() oldx1 = boxes[:, 0].copy() oldx2 = boxes[:, 2].copy() @@ -140,11 +140,11 @@ def evaluate_recall(self, candidate_boxes=None, thresholds=None, [256**2, 512**2], # 256-512 [512**2, 1e5**2], # 512-inf ] - assert areas.has_key(area), 'unknown area range: {}'.format(area) + assert area in areas, 'unknown area range: {}'.format(area) area_range = area_ranges[areas[area]] gt_overlaps = np.zeros(0) num_pos = 0 - for i in xrange(self.num_images): + for i in range(self.num_images): # Checking for max_overlaps == 1 avoids including crowd annotations # (...pretty hacking :/) max_gt_overlaps = self.roidb[i]['gt_overlaps'].toarray().max(axis=1) @@ -173,7 +173,7 @@ def evaluate_recall(self, candidate_boxes=None, thresholds=None, gt_boxes.astype(np.float)) _gt_overlaps = np.zeros((gt_boxes.shape[0])) - for j in xrange(gt_boxes.shape[0]): + for j in range(gt_boxes.shape[0]): # find which proposal box maximally covers each gt box argmax_overlaps = overlaps.argmax(axis=0) # and get the iou amount of coverage for each gt box @@ -210,7 +210,7 @@ def create_roidb_from_box_list(self, box_list, gt_roidb): assert len(box_list) == self.num_images, \ 'Number of boxes must match number of ground-truth images' roidb = [] - for i in xrange(self.num_images): + for i in range(self.num_images): boxes = box_list[i] num_boxes = boxes.shape[0] overlaps = np.zeros((num_boxes, self.num_classes), dtype=np.float32) @@ -238,7 +238,7 @@ def create_roidb_from_box_list(self, box_list, gt_roidb): @staticmethod def merge_roidbs(a, b): assert len(a) == len(b) - for i in xrange(len(a)): + for i in range(len(a)): a[i]['boxes'] = np.vstack((a[i]['boxes'], b[i]['boxes'])) a[i]['gt_classes'] = np.hstack((a[i]['gt_classes'], b[i]['gt_classes'])) From 7669a13f11979751ca058f59c648d9aef390d5e9 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:55:28 +0800 Subject: [PATCH 20/39] Update pascal_voc.py --- lib/datasets/pascal_voc.py | 55 +++++++++++++++++++------------------- 1 file changed, 27 insertions(+), 28 deletions(-) diff --git a/lib/datasets/pascal_voc.py b/lib/datasets/pascal_voc.py index b55f2f6..d0c5c9a 100755 --- a/lib/datasets/pascal_voc.py +++ b/lib/datasets/pascal_voc.py @@ -13,10 +13,10 @@ import scipy.sparse import scipy.io as sio import utils.cython_bbox -import cPickle +import pickle import subprocess import uuid -from voc_eval import voc_eval +from .voc_eval import voc_eval from fast_rcnn.config import cfg class pascal_voc(imdb): @@ -33,7 +33,7 @@ def __init__(self, image_set, year, devkit_path=None): 'cow', 'diningtable', 'dog', 'horse', 'motorbike', 'person', 'pottedplant', 'sheep', 'sofa', 'train', 'tvmonitor') - self._class_to_ind = dict(zip(self.classes, xrange(self.num_classes))) + self._class_to_ind = dict(list(zip(self.classes, list(range(self.num_classes))))) self._image_ext = '.jpg' self._image_index = self._load_image_set_index() # Default to roidb handler @@ -99,15 +99,15 @@ def gt_roidb(self): cache_file = os.path.join(self.cache_path, self.name + '_gt_roidb.pkl') if os.path.exists(cache_file): with open(cache_file, 'rb') as fid: - roidb = cPickle.load(fid) - print '{} gt roidb loaded from {}'.format(self.name, cache_file) + roidb = pickle.load(fid) + print('{} gt roidb loaded from {}'.format(self.name, cache_file)) return roidb gt_roidb = [self._load_pascal_annotation(index) for index in self.image_index] with open(cache_file, 'wb') as fid: - cPickle.dump(gt_roidb, fid, cPickle.HIGHEST_PROTOCOL) - print 'wrote gt roidb to {}'.format(cache_file) + pickle.dump(gt_roidb, fid, pickle.HIGHEST_PROTOCOL) + print('wrote gt roidb to {}'.format(cache_file)) return gt_roidb @@ -123,8 +123,8 @@ def selective_search_roidb(self): if os.path.exists(cache_file): with open(cache_file, 'rb') as fid: - roidb = cPickle.load(fid) - print '{} ss roidb loaded from {}'.format(self.name, cache_file) + roidb = pickle.load(fid) + print('{} ss roidb loaded from {}'.format(self.name, cache_file)) return roidb if int(self._year) == 2007 or self._image_set != 'test': @@ -134,8 +134,8 @@ def selective_search_roidb(self): else: roidb = self._load_selective_search_roidb(None) with open(cache_file, 'wb') as fid: - cPickle.dump(roidb, fid, cPickle.HIGHEST_PROTOCOL) - print 'wrote ss roidb to {}'.format(cache_file) + pickle.dump(roidb, fid, pickle.HIGHEST_PROTOCOL) + print('wrote ss roidb to {}'.format(cache_file)) return roidb @@ -151,11 +151,11 @@ def rpn_roidb(self): def _load_rpn_roidb(self, gt_roidb): filename = self.config['rpn_file'] - print 'loading {}'.format(filename) + print('loading {}'.format(filename)) assert os.path.exists(filename), \ 'rpn data not found at: {}'.format(filename) with open(filename, 'rb') as f: - box_list = cPickle.load(f) + box_list = pickle.load(f) return self.create_roidb_from_box_list(box_list, gt_roidb) def _load_selective_search_roidb(self, gt_roidb): @@ -167,7 +167,7 @@ def _load_selective_search_roidb(self, gt_roidb): raw_data = sio.loadmat(filename)['boxes'].ravel() box_list = [] - for i in xrange(raw_data.shape[0]): + for i in range(raw_data.shape[0]): boxes = raw_data[i][:, (1, 0, 3, 2)] - 1 keep = ds_utils.unique_boxes(boxes) boxes = boxes[keep, :] @@ -243,7 +243,7 @@ def _write_voc_results_file(self, all_boxes): for cls_ind, cls in enumerate(self.classes): if cls == '__background__': continue - print 'Writing {} VOC results file'.format(cls) + print('Writing {} VOC results file'.format(cls)) filename = self._get_voc_results_file_template().format(cls) with open(filename, 'wt') as f: for im_ind, index in enumerate(self.image_index): @@ -251,7 +251,7 @@ def _write_voc_results_file(self, all_boxes): if dets == []: continue # the VOCdevkit expects 1-based indices - for k in xrange(dets.shape[0]): + for k in range(dets.shape[0]): f.write('{:s} {:.3f} {:.1f} {:.1f} {:.1f} {:.1f}\n'. format(index, dets[k, -1], dets[k, 0] + 1, dets[k, 1] + 1, @@ -273,7 +273,7 @@ def _do_python_eval(self, output_dir = 'output'): aps = [] # The PASCAL VOC metric changed in 2010 use_07_metric = True if int(self._year) < 2010 else False - print 'VOC07 metric? ' + ('Yes' if use_07_metric else 'No') + print('VOC07 metric? ' + ('Yes' if use_07_metric else 'No')) if not os.path.isdir(output_dir): os.mkdir(output_dir) for i, cls in enumerate(self._classes): @@ -284,15 +284,15 @@ def _do_python_eval(self, output_dir = 'output'): filename, annopath, imagesetfile, cls, cachedir, ovthresh=0.5, use_07_metric=use_07_metric) aps += [ap] - print('AP for {} = {:.4f}'.format(cls, ap)) - with open(os.path.join(output_dir, cls + '_pr.pkl'), 'w') as f: - cPickle.dump({'rec': rec, 'prec': prec, 'ap': ap}, f) - print('Mean AP = {:.4f}'.format(np.mean(aps))) + print(('AP for {} = {:.4f}'.format(cls, ap))) + with open(os.path.join(output_dir, cls + '_pr.pkl'), 'wb') as f: + pickle.dump({'rec': rec, 'prec': prec, 'ap': ap}, f) + print(('Mean AP = {:.4f}'.format(np.mean(aps)))) print('~~~~~~~~') print('Results:') for ap in aps: - print('{:.3f}'.format(ap)) - print('{:.3f}'.format(np.mean(aps))) + print(('{:.3f}'.format(ap))) + print(('{:.3f}'.format(np.mean(aps)))) print('~~~~~~~~') print('') print('--------------------------------------------------------------') @@ -303,9 +303,9 @@ def _do_python_eval(self, output_dir = 'output'): print('--------------------------------------------------------------') def _do_matlab_eval(self, output_dir='output'): - print '-----------------------------------------------------' - print 'Computing results with the official MATLAB eval code.' - print '-----------------------------------------------------' + print('-----------------------------------------------------') + print('Computing results with the official MATLAB eval code.') + print('-----------------------------------------------------') path = os.path.join(cfg.ROOT_DIR, 'lib', 'datasets', 'VOCdevkit-matlab-wrapper') cmd = 'cd {} && '.format(path) @@ -314,7 +314,7 @@ def _do_matlab_eval(self, output_dir='output'): cmd += 'voc_eval(\'{:s}\',\'{:s}\',\'{:s}\',\'{:s}\'); quit;"' \ .format(self._devkit_path, self._get_comp_id(), self._image_set, output_dir) - print('Running:\n{}'.format(cmd)) + print(('Running:\n{}'.format(cmd))) status = subprocess.call(cmd, shell=True) def evaluate_detections(self, all_boxes, output_dir): @@ -338,7 +338,6 @@ def competition_mode(self, on): self.config['cleanup'] = True if __name__ == '__main__': - from datasets.pascal_voc import pascal_voc d = pascal_voc('trainval', '2007') res = d.roidb from IPython import embed; embed() From 4d11b44bee22846525c2d07f7d1a39a25c0ebbf6 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:56:13 +0800 Subject: [PATCH 21/39] Adapted in python3 --- lib/datasets/voc_eval.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/lib/datasets/voc_eval.py b/lib/datasets/voc_eval.py index 8d0a830..b009186 100755 --- a/lib/datasets/voc_eval.py +++ b/lib/datasets/voc_eval.py @@ -6,7 +6,7 @@ import xml.etree.ElementTree as ET import os -import cPickle +import pickle import numpy as np def parse_rec(filename): @@ -108,16 +108,16 @@ def voc_eval(detpath, for i, imagename in enumerate(imagenames): recs[imagename] = parse_rec(annopath.format(imagename)) if i % 100 == 0: - print 'Reading annotation for {:d}/{:d}'.format( - i + 1, len(imagenames)) + print('Reading annotation for {:d}/{:d}'.format( + i + 1, len(imagenames))) # save - print 'Saving cached annotations to {:s}'.format(cachefile) - with open(cachefile, 'w') as f: - cPickle.dump(recs, f) + print('Saving cached annotations to {:s}'.format(cachefile)) + with open(cachefile, 'wb') as f: + pickle.dump(recs, f) else: # load - with open(cachefile, 'r') as f: - recs = cPickle.load(f) + with open(cachefile, 'rb') as f: + recs = pickle.load(f) # extract gt objects for this class class_recs = {} From 8a8e60a45e43d46756dc93620c1f8ecb06b2ca10 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 14:57:15 +0800 Subject: [PATCH 22/39] Adapted in python3 From 64bd262a1ea7d75b8b9d9c937110ae051ec9f81d Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 15:04:48 +0800 Subject: [PATCH 23/39] Adapted in python3 --- lib/fast_rcnn/config.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/lib/fast_rcnn/config.py b/lib/fast_rcnn/config.py index 6add05a..74307a1 100755 --- a/lib/fast_rcnn/config.py +++ b/lib/fast_rcnn/config.py @@ -241,9 +241,9 @@ def _merge_a_into_b(a, b): if type(a) is not edict: return - for k, v in a.iteritems(): + for k, v in a.items(): # a must specify keys that are in b - if not b.has_key(k): + if k not in b: raise KeyError('{} is not a valid config key'.format(k)) # the types must match, too @@ -261,7 +261,7 @@ def _merge_a_into_b(a, b): try: _merge_a_into_b(a[k], b[k]) except: - print('Error under config key: {}'.format(k)) + print(('Error under config key: {}'.format(k))) raise else: b[k] = v @@ -282,10 +282,10 @@ def cfg_from_list(cfg_list): key_list = k.split('.') d = __C for subkey in key_list[:-1]: - assert d.has_key(subkey) + assert subkey in d d = d[subkey] subkey = key_list[-1] - assert d.has_key(subkey) + assert subkey in d try: value = literal_eval(v) except: From c7255b11f47c4f8b748db692a52ae119c8b084f4 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 15:05:58 +0800 Subject: [PATCH 24/39] Adapted in python3 --- lib/fast_rcnn/test.py | 32 ++++++++++++++++---------------- 1 file changed, 16 insertions(+), 16 deletions(-) diff --git a/lib/fast_rcnn/test.py b/lib/fast_rcnn/test.py index f889d09..c7eb5e5 100755 --- a/lib/fast_rcnn/test.py +++ b/lib/fast_rcnn/test.py @@ -15,7 +15,7 @@ import cv2 import caffe from fast_rcnn.nms_wrapper import nms -import cPickle +import pickle from utils.blob import im_list_to_blob import os @@ -187,7 +187,7 @@ def vis_detections(im, class_name, dets, thresh=0.3): """Visual debugging of detections.""" import matplotlib.pyplot as plt im = im[:, :, (2, 1, 0)] - for i in xrange(np.minimum(10, dets.shape[0])): + for i in range(np.minimum(10, dets.shape[0])): bbox = dets[i, :4] score = dets[i, -1] if score > thresh: @@ -208,10 +208,10 @@ def apply_nms(all_boxes, thresh): """ num_classes = len(all_boxes) num_images = len(all_boxes[0]) - nms_boxes = [[[] for _ in xrange(num_images)] - for _ in xrange(num_classes)] - for cls_ind in xrange(num_classes): - for im_ind in xrange(num_images): + nms_boxes = [[[] for _ in range(num_images)] + for _ in range(num_classes)] + for cls_ind in range(num_classes): + for im_ind in range(num_images): dets = all_boxes[cls_ind][im_ind] if dets == []: continue @@ -230,8 +230,8 @@ def test_net(net, imdb, max_per_image=100, thresh=0.05, vis=False): # all detections are collected into: # all_boxes[cls][image] = N x 5 array of detections in # (x1, y1, x2, y2, score) - all_boxes = [[[] for _ in xrange(num_images)] - for _ in xrange(imdb.num_classes)] + all_boxes = [[[] for _ in range(num_images)] + for _ in range(imdb.num_classes)] output_dir = get_output_dir(imdb, net) @@ -241,7 +241,7 @@ def test_net(net, imdb, max_per_image=100, thresh=0.05, vis=False): if not cfg.TEST.HAS_RPN: roidb = imdb.roidb - for i in xrange(num_images): + for i in range(num_images): # filter out any ground truth boxes if cfg.TEST.HAS_RPN: box_proposals = None @@ -260,7 +260,7 @@ def test_net(net, imdb, max_per_image=100, thresh=0.05, vis=False): _t['misc'].tic() # skip j = 0, because it's the background class - for j in xrange(1, imdb.num_classes): + for j in range(1, imdb.num_classes): inds = np.where(scores[:, j] > thresh)[0] cls_scores = scores[inds, j] cls_boxes = boxes[inds, j*4:(j+1)*4] @@ -275,21 +275,21 @@ def test_net(net, imdb, max_per_image=100, thresh=0.05, vis=False): # Limit to max_per_image detections *over all classes* if max_per_image > 0: image_scores = np.hstack([all_boxes[j][i][:, -1] - for j in xrange(1, imdb.num_classes)]) + for j in range(1, imdb.num_classes)]) if len(image_scores) > max_per_image: image_thresh = np.sort(image_scores)[-max_per_image] - for j in xrange(1, imdb.num_classes): + for j in range(1, imdb.num_classes): keep = np.where(all_boxes[j][i][:, -1] >= image_thresh)[0] all_boxes[j][i] = all_boxes[j][i][keep, :] _t['misc'].toc() - print 'im_detect: {:d}/{:d} {:.3f}s {:.3f}s' \ + print('im_detect: {:d}/{:d} {:.3f}s {:.3f}s' \ .format(i + 1, num_images, _t['im_detect'].average_time, - _t['misc'].average_time) + _t['misc'].average_time)) det_file = os.path.join(output_dir, 'detections.pkl') with open(det_file, 'wb') as f: - cPickle.dump(all_boxes, f, cPickle.HIGHEST_PROTOCOL) + pickle.dump(all_boxes, f, pickle.HIGHEST_PROTOCOL) - print 'Evaluating detections' + print('Evaluating detections') imdb.evaluate_detections(all_boxes, output_dir) From 6f870db4950336f114d2468192d4fdf1ed941450 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 15:07:07 +0800 Subject: [PATCH 25/39] Adapted in python3 --- lib/fast_rcnn/train.py | 30 +++++++++++++++--------------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/lib/fast_rcnn/train.py b/lib/fast_rcnn/train.py index 4a6d362..df45f52 100755 --- a/lib/fast_rcnn/train.py +++ b/lib/fast_rcnn/train.py @@ -36,15 +36,15 @@ def __init__(self, solver_prototxt, roidb, output_dir, assert cfg.TRAIN.BBOX_NORMALIZE_TARGETS_PRECOMPUTED if cfg.TRAIN.BBOX_REG: - print 'Computing bounding-box regression targets...' + print('Computing bounding-box regression targets...') self.bbox_means, self.bbox_stds = \ rdl_roidb.add_bbox_regression_targets(roidb) - print 'done' + print('done') self.solver = caffe.SGDSolver(solver_prototxt) if pretrained_model is not None: - print ('Loading pretrained model ' - 'weights from {:s}').format(pretrained_model) + print(('Loading pretrained model ' + 'weights from {:s}').format(pretrained_model)) self.solver.net.copy_from(pretrained_model) self.solver_param = caffe_pb2.SolverParameter() @@ -61,7 +61,7 @@ def snapshot(self): scale_bbox_params = (cfg.TRAIN.BBOX_REG and cfg.TRAIN.BBOX_NORMALIZE_TARGETS and - net.params.has_key('bbox_pred')) + 'bbox_pred' in net.params) if scale_bbox_params: # save original values @@ -83,7 +83,7 @@ def snapshot(self): filename = os.path.join(self.output_dir, filename) net.save(str(filename)) - print 'Wrote snapshot to: {:s}'.format(filename) + print('Wrote snapshot to: {:s}'.format(filename)) if scale_bbox_params: # restore net to original state @@ -102,7 +102,7 @@ def train_model(self, max_iters): self.solver.step(1) timer.toc() if self.solver.iter % (10 * self.solver_param.display) == 0: - print 'speed: {:.3f}s / iter'.format(timer.average_time) + print('speed: {:.3f}s / iter'.format(timer.average_time)) if self.solver.iter % cfg.TRAIN.SNAPSHOT_ITERS == 0: last_snapshot_iter = self.solver.iter @@ -115,13 +115,13 @@ def train_model(self, max_iters): def get_training_roidb(imdb): """Returns a roidb (Region of Interest database) for use in training.""" if cfg.TRAIN.USE_FLIPPED: - print 'Appending horizontally-flipped training examples...' + print('Appending horizontally-flipped training examples...') imdb.append_flipped_images() - print 'done' + print('done') - print 'Preparing training data...' + print('Preparing training data...') rdl_roidb.prepare_roidb(imdb) - print 'done' + print('done') return imdb.roidb @@ -145,8 +145,8 @@ def is_valid(entry): num = len(roidb) filtered_roidb = [entry for entry in roidb if is_valid(entry)] num_after = len(filtered_roidb) - print 'Filtered {} roidb entries: {} -> {}'.format(num - num_after, - num, num_after) + print('Filtered {} roidb entries: {} -> {}'.format(num - num_after, + num, num_after)) return filtered_roidb def train_net(solver_prototxt, roidb, output_dir, @@ -157,7 +157,7 @@ def train_net(solver_prototxt, roidb, output_dir, sw = SolverWrapper(solver_prototxt, roidb, output_dir, pretrained_model=pretrained_model) - print 'Solving...' + print('Solving...') model_paths = sw.train_model(max_iters) - print 'done solving' + print('done solving') return model_paths From f3125758c6f48a62ae017aef38277d91185a88d9 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 15:09:39 +0800 Subject: [PATCH 26/39] Adapted in python3 --- lib/pycocotools/coco.py | 30 +++++++++++++++--------------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/lib/pycocotools/coco.py b/lib/pycocotools/coco.py index 5d9f6b8..ade1081 100755 --- a/lib/pycocotools/coco.py +++ b/lib/pycocotools/coco.py @@ -52,7 +52,7 @@ from matplotlib.patches import Polygon import numpy as np from skimage.draw import polygon -import urllib +import urllib.request, urllib.parse, urllib.error import copy import itertools import mask @@ -74,16 +74,16 @@ def __init__(self, annotation_file=None): self.imgs = {} self.cats = {} if not annotation_file == None: - print 'loading annotations into memory...' + print('loading annotations into memory...') tic = time.time() dataset = json.load(open(annotation_file, 'r')) - print 'Done (t=%0.2fs)'%(time.time()- tic) + print('Done (t=%0.2fs)'%(time.time()- tic)) self.dataset = dataset self.createIndex() def createIndex(self): # create index - print 'creating index...' + print('creating index...') anns = {} imgToAnns = {} catToImgs = {} @@ -110,7 +110,7 @@ def createIndex(self): for ann in self.dataset['annotations']: catToImgs[ann['category_id']] += [ann['image_id']] - print 'index created!' + print('index created!') # create class members self.anns = anns @@ -124,8 +124,8 @@ def info(self): Print information about the annotation file. :return: """ - for key, value in self.dataset['info'].items(): - print '%s: %s'%(key, value) + for key, value in list(self.dataset['info'].items()): + print('%s: %s'%(key, value)) def getAnnIds(self, imgIds=[], catIds=[], areaRng=[], iscrowd=None): """ @@ -189,7 +189,7 @@ def getImgIds(self, imgIds=[], catIds=[]): catIds = catIds if type(catIds) == list else [catIds] if len(imgIds) == len(catIds) == 0: - ids = self.imgs.keys() + ids = list(self.imgs.keys()) else: ids = set(imgIds) for i, catId in enumerate(catIds): @@ -276,7 +276,7 @@ def showAnns(self, anns): ax.add_collection(p) elif datasetType == 'captions': for ann in anns: - print ann['caption'] + print(ann['caption']) def loadRes(self, resFile): """ @@ -289,7 +289,7 @@ def loadRes(self, resFile): # res.dataset['info'] = copy.deepcopy(self.dataset['info']) # res.dataset['licenses'] = copy.deepcopy(self.dataset['licenses']) - print 'Loading and preparing results... ' + print('Loading and preparing results... ') tic = time.time() anns = json.load(open(resFile)) assert type(anns) == list, 'results in not an array of objects' @@ -320,7 +320,7 @@ def loadRes(self, resFile): ann['bbox'] = mask.toBbox([ann['segmentation']])[0] ann['id'] = id+1 ann['iscrowd'] = 0 - print 'DONE (t=%0.2fs)'%(time.time()- tic) + print('DONE (t=%0.2fs)'%(time.time()- tic)) res.dataset['annotations'] = anns res.createIndex() @@ -334,10 +334,10 @@ def download( self, tarDir = None, imgIds = [] ): :return: ''' if tarDir is None: - print 'Please specify target directory' + print('Please specify target directory') return -1 if len(imgIds) == 0: - imgs = self.imgs.values() + imgs = list(self.imgs.values()) else: imgs = self.loadImgs(imgIds) N = len(imgs) @@ -347,5 +347,5 @@ def download( self, tarDir = None, imgIds = [] ): tic = time.time() fname = os.path.join(tarDir, img['file_name']) if not os.path.exists(fname): - urllib.urlretrieve(img['coco_url'], fname) - print 'downloaded %d/%d images (t=%.1fs)'%(i, N, time.time()- tic) + urllib.request.urlretrieve(img['coco_url'], fname) + print('downloaded %d/%d images (t=%.1fs)'%(i, N, time.time()- tic)) From eb919b150c2ec27c5bad92aa86af2d75ffec47cd Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 15:11:06 +0800 Subject: [PATCH 27/39] Adapted in python3 --- lib/pycocotools/cocoeval.py | 24 ++++++++++++------------ 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/lib/pycocotools/cocoeval.py b/lib/pycocotools/cocoeval.py index f389eb0..8fadddf 100755 --- a/lib/pycocotools/cocoeval.py +++ b/lib/pycocotools/cocoeval.py @@ -91,7 +91,7 @@ def _toMask(objs, coco): t = coco.imgs[obj['image_id']] if type(obj['segmentation']) == list: if type(obj['segmentation'][0]) == dict: - print 'debug' + print('debug') obj['segmentation'] = mask.frPyObjects(obj['segmentation'],t['height'],t['width']) if len(obj['segmentation']) == 1: obj['segmentation'] = obj['segmentation'][0] @@ -102,7 +102,7 @@ def _toMask(objs, coco): elif type(obj['segmentation']) == dict and type(obj['segmentation']['counts']) == list: obj['segmentation'] = mask.frPyObjects([obj['segmentation']],t['height'],t['width'])[0] elif type(obj['segmentation']) == dict and \ - type(obj['segmentation']['counts'] == unicode or type(obj['segmentation']['counts']) == str): + type(obj['segmentation']['counts'] == str or type(obj['segmentation']['counts']) == str): pass else: raise Exception('segmentation format not supported.') @@ -132,7 +132,7 @@ def evaluate(self): :return: None ''' tic = time.time() - print 'Running per image evaluation... ' + print('Running per image evaluation... ') p = self.params p.imgIds = list(np.unique(p.imgIds)) if p.useCats: @@ -158,7 +158,7 @@ def evaluate(self): ] self._paramsEval = copy.deepcopy(self.params) toc = time.time() - print 'DONE (t=%0.2fs).'%(toc-tic) + print('DONE (t=%0.2fs).'%(toc-tic)) def computeIoU(self, imgId, catId): p = self.params @@ -212,7 +212,7 @@ def evaluateImg(self, imgId, catId, aRng, maxDet): # sort dt highest score first, sort gt ignore last # gt = sorted(gt, key=lambda x: x['_ignore']) - gtind = [ind for (ind, g) in sorted(enumerate(gt), key=lambda (ind, g): g['_ignore']) ] + gtind = [ind for (ind, g) in sorted(enumerate(gt), key=lambda ind_g: ind_g[1]['_ignore']) ] gt = [gt[ind] for ind in gtind] dt = sorted(dt, key=lambda x: -x['score'])[0:maxDet] @@ -277,10 +277,10 @@ def accumulate(self, p = None): :param p: input params for evaluation :return: None ''' - print 'Accumulating evaluation results... ' + print('Accumulating evaluation results... ') tic = time.time() if not self.evalImgs: - print 'Please run evaluate() first' + print('Please run evaluate() first') # allows input customized parameters if p is None: p = self.params @@ -303,7 +303,7 @@ def accumulate(self, p = None): # get inds to evaluate k_list = [n for n, k in enumerate(p.catIds) if k in setK] m_list = [m for n, m in enumerate(p.maxDets) if m in setM] - a_list = [n for n, a in enumerate(map(lambda x: tuple(x), p.areaRng)) if a in setA] + a_list = [n for n, a in enumerate([tuple(x) for x in p.areaRng]) if a in setA] i_list = [n for n, i in enumerate(p.imgIds) if i in setI] # K0 = len(_pe.catIds) I0 = len(_pe.imgIds) @@ -315,7 +315,7 @@ def accumulate(self, p = None): Na = a0*I0 for m, maxDet in enumerate(m_list): E = [self.evalImgs[Nk+Na+i] for i in i_list] - E = filter(None, E) + E = [_f for _f in E if _f] if len(E) == 0: continue dtScores = np.concatenate([e['dtScores'][0:maxDet] for e in E]) @@ -371,7 +371,7 @@ def accumulate(self, p = None): 'recall': recall, } toc = time.time() - print 'DONE (t=%0.2fs).'%( toc-tic ) + print('DONE (t=%0.2fs).'%( toc-tic )) def summarize(self): ''' @@ -406,7 +406,7 @@ def _summarize( ap=1, iouThr=None, areaRng='all', maxDets=100 ): mean_s = -1 else: mean_s = np.mean(s[s>-1]) - print iStr.format(titleStr, typeStr, iouStr, areaStr, maxDetsStr, '%.3f'%(float(mean_s))) + print(iStr.format(titleStr, typeStr, iouStr, areaStr, maxDetsStr, '%.3f'%(float(mean_s)))) return mean_s if not self.eval: @@ -441,4 +441,4 @@ def __init__(self): self.maxDets = [1,10,100] self.areaRng = [ [0**2,1e5**2], [0**2, 32**2], [32**2, 96**2], [96**2, 1e5**2] ] self.useSegm = 0 - self.useCats = 1 \ No newline at end of file + self.useCats = 1 From 1149f8bd32c1736d7426e6b5fe1fe9dea7783076 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 15:32:57 +0800 Subject: [PATCH 28/39] Adapt to python3 and the version of numpy1.12.1 --- data/README.md | 53 ++++++---------- data/scripts/fetch_selective_search_data.sh | 15 ++--- lib/pycocotools/cocoeval.py | 2 +- lib/roi_data_layer/layer.py | 44 ++++++------- lib/roi_data_layer/minibatch.py | 17 +++-- lib/roi_data_layer/roidb.py | 30 ++++----- lib/rpn/anchor_target_layer.py | 50 +++++++-------- lib/rpn/generate.py | 8 +-- lib/rpn/generate_anchors.py | 6 +- lib/rpn/proposal_layer.py | 14 ++--- lib/rpn/proposal_target_layer.py | 10 +-- lib/utils/blob.py | 2 +- python_utils/evaluate_detection.py | 2 +- python_utils/general_utils.py | 12 ++-- python_utils/pycaffe_utils.py | 16 ++--- tools/compress_net.py | 8 +-- tools/demo.py | 60 +++++++++--------- tools/eval_recall.py | 26 ++++---- tools/reval.py | 8 +-- tools/rpn_generate.py | 6 +- tools/test_net.py | 7 ++- tools/train_faster_rcnn_alt_opt.py | 70 ++++++++++----------- tools/train_net.py | 8 +-- tools/train_svms.py | 43 ++++++------- 24 files changed, 247 insertions(+), 270 deletions(-) diff --git a/data/README.md b/data/README.md index 9e98a38..96a3a9b 100755 --- a/data/README.md +++ b/data/README.md @@ -1,29 +1,32 @@ This directory holds (*after you download them*): -- Fast R-CNN models trained with OHEM on VOC 2007 trainval +- Pre-computed object proposals - Caffe models pre-trained on ImageNet +- Fast R-CNN models - Symlinks to datasets -To download Fast R-CNN models (VGG_CNN_M_1024, VGG16) trained on VOC 2007 trainval, run: +To download precomputed Selective Search proposals for PASCAL VOC 2007 and 2012, run: + ``` -./data/scripts/fetch_fast_rcnn_models.sh +./data/scripts/fetch_selective_search_data.sh ``` -To download Caffe models (ZF, VGG16) pre-trained on ImageNet, run: +This script will populate `data/selective_search_data`. + +To download Caffe models (CaffeNet, VGG_CNN_M_1024, VGG16) pre-trained on ImageNet, run: + ``` ./data/scripts/fetch_imagenet_models.sh ``` + This script will populate `data/imagenet_models`. -Pre-computed Selective Search boxes -(Downloaded using data/fetch_selective_search_data.sh) -* `./selective_search_boxes/voc_2007_train.mat` -* `./selective_search_boxes/voc_2007_val.mat` -* `./selective_search_boxes/voc_2007_trainval.mat` -* `./selective_search_boxes/voc_2007_test.mat` -* `./selective_search_boxes/voc_2012_train.mat` -* `./selective_search_boxes/voc_2012_val.mat` -* `./selective_search_boxes/voc_2012_trainval.mat` -* `./selective_search_boxes/voc_2012_test.mat` +To download Fast R-CNN models trained on VOC 2007, run: + +``` +./data/scripts/fetch_fast_rcnn_models.sh +``` + +This script will populate `data/fast_rcnn_models`. In order to train and test with PASCAL VOC, you will need to establish symlinks. From the `data` directory (`cd data`): @@ -36,29 +39,10 @@ ln -s /your/path/to/VOC2007/VOCdevkit VOCdevkit2007 ln -s /your/path/to/VOC2012/VOCdevkit VOCdevkit2012 ``` -Install the MS COCO dataset at /path/to/coco - -``` -ln -s /path/to/coco coco -``` - -For COCO with Fast R-CNN, place object proposals under `coco_proposals` (inside -the `data` directory). You can obtain proposals on COCO from Jan Hosang at -https://www.mpi-inf.mpg.de/departments/computer-vision-and-multimodal-computing/research/object-recognition-and-scene-understanding/how-good-are-detection-proposals-really/. -For COCO, using MCG is recommended over selective search. MCG boxes can be downloaded -from http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/mcg/. -Use the tool `lib/datasets/tools/mcg_munge.py` to convert the downloaded MCG data -into the same file layout as those from Jan Hosang. - -Since you'll likely be experimenting with multiple installs of Fast/er R-CNN in +Since you'll likely be experimenting with multiple installs of Fast R-CNN in parallel, you'll probably want to keep all of this data in a shared place and use symlinks. On my system I create the following symlinks inside `data`: -Annotations for the 5k image 'minival' subset of COCO val2014 that I like to use -can be found at http://www.cs.berkeley.edu/~rbg/faster-rcnn-data/instances_minival2014.json.zip. -Annotations for COCO val2014 (set) minus minival (~35k images) can be found at -http://www.cs.berkeley.edu/~rbg/faster-rcnn-data/instances_valminusminival2014.json.zip. - ``` # data/cache holds various outputs created by the datasets package ln -s /data/fast_rcnn_shared/cache @@ -67,7 +51,6 @@ ln -s /data/fast_rcnn_shared/cache ln -s /data/fast_rcnn_shared/imagenet_models # move the selective search data to a shared location and symlink to them -# (only applicable to Fast R-CNN training) ln -s /data/fast_rcnn_shared/selective_search_data ln -s /data/VOC2007/VOCdevkit VOCdevkit2007 diff --git a/data/scripts/fetch_selective_search_data.sh b/data/scripts/fetch_selective_search_data.sh index 7f22c55..cd88ece 100644 --- a/data/scripts/fetch_selective_search_data.sh +++ b/data/scripts/fetch_selective_search_data.sh @@ -1,10 +1,11 @@ #!/bin/bash -DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )" +DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )/../" && pwd )" cd $DIR -FILE=r-cnn-release1-selective-search.tgz -CHECKSUM=6cf6df219c1e514f64482f11d00bd0b4 +FILE=selective_search_data.tgz +URL=https://dl.dropboxusercontent.com/s/orrt7o6bp6ae0tc/selective_search_data.tgz +CHECKSUM=7078c1db87a7851b31966b96774cd9b9 if [ -f $FILE ]; then echo "File already exists. Checking md5..." @@ -15,16 +16,16 @@ if [ -f $FILE ]; then checksum=`cat $FILE | md5` fi if [ "$checksum" = "$CHECKSUM" ]; then - echo "Model checksum is correct. No need to download." + echo "Checksum is correct. No need to download." exit 0 else - echo "Model checksum is incorrect. Need to download again." + echo "Checksum is incorrect. Need to download again." fi fi -echo "Downloading precomputed selective search boxes (1.8G)..." +echo "Downloading precomputed selective search boxes (0.5G)..." -wget https://dl.dropboxusercontent.com/s/uf2i1y2oee7c6n1/r-cnn-release1-selective-search.tgz +wget $URL -O $FILE echo "Unzipping..." diff --git a/lib/pycocotools/cocoeval.py b/lib/pycocotools/cocoeval.py index 8fadddf..40abb7c 100755 --- a/lib/pycocotools/cocoeval.py +++ b/lib/pycocotools/cocoeval.py @@ -441,4 +441,4 @@ def __init__(self): self.maxDets = [1,10,100] self.areaRng = [ [0**2,1e5**2], [0**2, 32**2], [32**2, 96**2], [96**2, 1e5**2] ] self.useSegm = 0 - self.useCats = 1 + self.useCats = 1 \ No newline at end of file diff --git a/lib/roi_data_layer/layer.py b/lib/roi_data_layer/layer.py index 595cf4f..932d1b3 100755 --- a/lib/roi_data_layer/layer.py +++ b/lib/roi_data_layer/layer.py @@ -83,7 +83,7 @@ def set_roidb(self, roidb): self._prefetch_process.start() # Terminate the child process when the parent exists def cleanup(): - print 'Terminating BlobFetcher' + print('Terminating BlobFetcher') self._prefetch_process.terminate() self._prefetch_process.join() import atexit @@ -93,7 +93,7 @@ def setup(self, bottom, top): """Setup the RoIDataLayer.""" # parse the layer parameter string, which must be valid YAML - layer_params = yaml.load(self.param_str_) + layer_params = yaml.load(self.param_str) self._num_classes = layer_params['num_classes'] @@ -145,14 +145,14 @@ def setup(self, bottom, top): self._name_to_top_map['bbox_outside_weights'] = idx idx += 1 - print 'RoiDataLayer: name_to_top:', self._name_to_top_map + print('RoiDataLayer: name_to_top:', self._name_to_top_map) assert len(top) == len(self._name_to_top_map) def forward(self, bottom, top): """Get blobs and copy them into this layer's top blob vector.""" blobs = self._get_next_minibatch() - for blob_name, blob in blobs.iteritems(): + for blob_name, blob in blobs.items(): top_ind = self._name_to_top_map[blob_name] # Reshape net's input blobs top[top_ind].reshape(*(blob.shape)) @@ -173,7 +173,7 @@ def setup(self, bottom, top): """Setup the OHEMDataLayer.""" # parse the layer parameter string, which must be valid YAML - layer_params = yaml.load(self.param_str_) + layer_params = yaml.load(self.param_str) self._num_classes = layer_params['num_classes'] self._iter_size = layer_params['iter_size'] @@ -232,7 +232,7 @@ def setup(self, bottom, top): idx += 1 - print 'OHEMDataLayer: name_to_top:', self._name_to_top_map + print('OHEMDataLayer: name_to_top:', self._name_to_top_map) assert len(top) == len(self._name_to_top_map) def forward(self, bottom, top): @@ -286,7 +286,7 @@ def smoothL1(x): else: blobs, hard_inds = get_ohem_minibatch_ratio(loss, rois, labels, bbox_target, bbox_inside_weights, bbox_outside_weights, ratio=cfg.TRAIN.OHEM_RATIO, hard_negative=cfg.TRAIN.OHEM_HARD_NEG) - for blob_name, blob in blobs.iteritems(): + for blob_name, blob in blobs.items(): top_ind = self._name_to_top_map[blob_name] # Reshape net's input blobs top[top_ind].reshape(*(blob.shape)) @@ -316,7 +316,7 @@ def setup(self, bottom, top): """Setup the ASDNPretrainLossLayer.""" # parse the layer parameter string, which must be valid YAML - layer_params = yaml.load(self.param_str_) + layer_params = yaml.load(self.param_str) self._num_classes = layer_params['num_classes'] self._drop_neg = layer_params['drop_neg'] @@ -344,7 +344,7 @@ def setup(self, bottom, top): top[0].reshape(1) - print 'ASDNPretrainLossLayer: name_to_top:', self._name_to_top_map + print('ASDNPretrainLossLayer: name_to_top:', self._name_to_top_map) assert len(top) == len(self._name_to_top_map) def forward(self, bottom, top): @@ -365,7 +365,7 @@ def forward(self, bottom, top): prop = np.reshape(prop, (N2, self._num_classes)) - attempts = N2 / N + attempts = int(N2 / N) pool_len = bottom[0].shape[2] count_bit = 1 @@ -377,7 +377,7 @@ def forward(self, bottom, top): for i in range(N): min_prop = 1e6 min_id = 0 - nowlbl = labels_pos[i] + nowlbl = int(labels_pos[i]) assert(nowlbl > 0) for j in range(attempts): if min_prop > prop[j * N + i][nowlbl]: @@ -496,7 +496,7 @@ def setup(self, bottom, top): """Setup the ASDNDataLayer.""" # parse the layer parameter string, which must be valid YAML - layer_params = yaml.load(self.param_str_) + layer_params = yaml.load(self.param_str) # mask_pred 1 means block, 0 means maintain @@ -517,7 +517,7 @@ def setup(self, bottom, top): top[2].reshape(*(bottom[2].data.shape)) - print 'ASDNPretrainLabelLayer: name_to_top:', self._name_to_top_map + print('ASDNPretrainLabelLayer: name_to_top:', self._name_to_top_map) assert len(top) == len(self._name_to_top_map) @@ -581,7 +581,7 @@ def setup(self, bottom, top): """Setup the ASDNDataLayer.""" # parse the layer parameter string, which must be valid YAML - layer_params = yaml.load(self.param_str_) + layer_params = yaml.load(self.param_str) self._drop_size = layer_params['drop_size'] self._drop_stride = layer_params['drop_stride'] @@ -601,7 +601,7 @@ def setup(self, bottom, top): top[0].reshape(*(bottom[0].data.shape)) top[1].reshape(*(bottom[0].data.shape)) - print 'ASDNPretrainDataLayer: name_to_top:', self._name_to_top_map + print('ASDNPretrainDataLayer: name_to_top:', self._name_to_top_map) assert len(top) == len(self._name_to_top_map) @@ -678,7 +678,7 @@ def setup(self, bottom, top): """Setup the ASDNLossLayer.""" # parse the layer parameter string, which must be valid YAML - layer_params = yaml.load(self.param_str_) + layer_params = yaml.load(self.param_str) self._num_classes = layer_params['num_classes'] self._score_thres = layer_params['score_thres'] @@ -710,7 +710,7 @@ def setup(self, bottom, top): top[0].reshape(1) - print 'ASDNLossLayer: name_to_top:', self._name_to_top_map + print('ASDNLossLayer: name_to_top:', self._name_to_top_map) assert len(top) == len(self._name_to_top_map) def forward(self, bottom, top): @@ -758,7 +758,7 @@ def forward(self, bottom, top): df[...] = (dlZ - t*mask) / count_bit for i in range(N): - lbl = labels[i] + lbl = int(labels[i]) prop_before_select = prop_before[i][lbl] prop_after_select = prop_after[i][lbl] @@ -783,7 +783,7 @@ def forward(self, bottom, top): cnt = 0 for i in range(N): print_id = i - lbl = labels[i] + lbl = int(labels[i]) prop_before_select = prop_before[i][lbl] prop_after_select = prop_after[i][lbl] @@ -857,7 +857,7 @@ def setup(self, bottom, top): """Setup the ASDNDataLayer.""" # parse the layer parameter string, which must be valid YAML - layer_params = yaml.load(self.param_str_) + layer_params = yaml.load(self.param_str) self._count_drop = layer_params['count_drop'] self._permute_count = layer_params['permute_count'] @@ -888,7 +888,7 @@ def setup(self, bottom, top): top[1].reshape(bottom[0].data.shape[0], self._channels, bottom[0].data.shape[2], bottom[0].data.shape[3]) - print 'ASDNDataLayer: name_to_top:', self._name_to_top_map + print('ASDNDataLayer: name_to_top:', self._name_to_top_map) assert len(top) == len(self._name_to_top_map) @@ -1038,7 +1038,7 @@ def _get_next_minibatch_inds(self): return db_inds def run(self): - print 'BlobFetcher started' + print('BlobFetcher started') while True: db_inds = self._get_next_minibatch_inds() minibatch_db = [self._roidb[i] for i in db_inds] diff --git a/lib/roi_data_layer/minibatch.py b/lib/roi_data_layer/minibatch.py index 3ce9ea3..eef6d50 100755 --- a/lib/roi_data_layer/minibatch.py +++ b/lib/roi_data_layer/minibatch.py @@ -49,7 +49,7 @@ def get_minibatch(roidb, num_classes): bbox_targets_blob = np.zeros((0, 4 * num_classes), dtype=np.float32) bbox_inside_blob = np.zeros(bbox_targets_blob.shape, dtype=np.float32) # all_overlaps = [] - for im_i in xrange(num_images): + for im_i in range(num_images): labels, overlaps, im_rois, bbox_targets, bbox_inside_weights \ = _sample_rois(roidb[im_i], fg_rois_per_image, rois_per_image, num_classes) @@ -116,7 +116,7 @@ def get_allrois_minibatch(roidb, num_classes): bbox_targets_blob = np.zeros((0, 4 * num_classes), dtype=np.float32) bbox_inside_blob = np.zeros(bbox_targets_blob.shape, dtype=np.float32) - for im_i in xrange(num_images): + for im_i in range(num_images): labels, overlaps, im_rois, bbox_targets, bbox_inside_weights \ = _all_rois(roidb[im_i], num_classes) @@ -336,7 +336,7 @@ def _sample_rois(roidb, fg_rois_per_image, rois_per_image, num_classes): fg_inds = np.where(overlaps >= cfg.TRAIN.FG_THRESH)[0] # Guard against the case when an image has fewer than fg_rois_per_image # foreground RoIs - fg_rois_per_this_image = np.minimum(fg_rois_per_image, fg_inds.size) + fg_rois_per_this_image = int(np.minimum(fg_rois_per_image, fg_inds.size)) # Sample foreground regions without replacement if fg_inds.size > 0: fg_inds = npr.choice( @@ -348,8 +348,7 @@ def _sample_rois(roidb, fg_rois_per_image, rois_per_image, num_classes): # Compute number of background RoIs to take from this image (guarding # against there being fewer than desired) bg_rois_per_this_image = rois_per_image - fg_rois_per_this_image - bg_rois_per_this_image = np.minimum(bg_rois_per_this_image, - bg_inds.size) + bg_rois_per_this_image = int(np.minimum(bg_rois_per_this_image,bg_inds.size)) # Sample foreground regions without replacement if bg_inds.size > 0: bg_inds = npr.choice( @@ -408,7 +407,7 @@ def _get_image_blob(roidb, scale_inds): num_images = len(roidb) processed_ims = [] im_scales = [] - for i in xrange(num_images): + for i in range(num_images): im = cv2.imread(roidb[i]['image']) if roidb[i]['flipped']: im = im[:, ::-1, :] @@ -446,7 +445,7 @@ def _get_bbox_regression_labels(bbox_target_data, num_classes): inds = np.where(clss > 0)[0] for ind in inds: cls = clss[ind] - start = 4 * cls + start = int(4 * cls) end = start + 4 bbox_targets[ind, start:end] = bbox_target_data[ind, 1:] bbox_inside_weights[ind, start:end] = cfg.TRAIN.BBOX_INSIDE_WEIGHTS @@ -455,7 +454,7 @@ def _get_bbox_regression_labels(bbox_target_data, num_classes): def _vis_minibatch(im_blob, rois_blob, labels_blob, overlaps): """Visualize a mini-batch for debugging.""" import matplotlib.pyplot as plt - for i in xrange(rois_blob.shape[0]): + for i in range(rois_blob.shape[0]): rois = rois_blob[i, :] im_ind = rois[0] roi = rois[1:] @@ -465,7 +464,7 @@ def _vis_minibatch(im_blob, rois_blob, labels_blob, overlaps): im = im.astype(np.uint8) cls = labels_blob[i] plt.imshow(im) - print 'class: ', cls, ' overlap: ', overlaps[i] + print('class: ', cls, ' overlap: ', overlaps[i]) plt.gca().add_patch( plt.Rectangle((roi[0], roi[1]), roi[2] - roi[0], roi[3] - roi[1], fill=False, diff --git a/lib/roi_data_layer/roidb.py b/lib/roi_data_layer/roidb.py index 97a6a76..baa6438 100755 --- a/lib/roi_data_layer/roidb.py +++ b/lib/roi_data_layer/roidb.py @@ -21,9 +21,9 @@ def prepare_roidb(imdb): recorded. """ sizes = [PIL.Image.open(imdb.image_path_at(i)).size - for i in xrange(imdb.num_images)] + for i in range(imdb.num_images)] roidb = imdb.roidb - for i in xrange(len(imdb.image_index)): + for i in range(len(imdb.image_index)): roidb[i]['image'] = imdb.image_path_at(i) roidb[i]['width'] = sizes[i][0] roidb[i]['height'] = sizes[i][1] @@ -51,7 +51,7 @@ def add_bbox_regression_targets(roidb): num_images = len(roidb) # Infer number of classes from the number of columns in gt_overlaps num_classes = roidb[0]['gt_overlaps'].shape[1] - for im_i in xrange(num_images): + for im_i in range(num_images): rois = roidb[im_i]['boxes'] max_overlaps = roidb[im_i]['max_overlaps'] max_classes = roidb[im_i]['max_classes'] @@ -70,9 +70,9 @@ def add_bbox_regression_targets(roidb): class_counts = np.zeros((num_classes, 1)) + cfg.EPS sums = np.zeros((num_classes, 4)) squared_sums = np.zeros((num_classes, 4)) - for im_i in xrange(num_images): + for im_i in range(num_images): targets = roidb[im_i]['bbox_targets'] - for cls in xrange(1, num_classes): + for cls in range(1, num_classes): cls_inds = np.where(targets[:, 0] == cls)[0] if cls_inds.size > 0: class_counts[cls] += cls_inds.size @@ -83,24 +83,24 @@ def add_bbox_regression_targets(roidb): means = sums / class_counts stds = np.sqrt(squared_sums / class_counts - means ** 2) - print 'bbox target means:' - print means - print means[1:, :].mean(axis=0) # ignore bg class - print 'bbox target stdevs:' - print stds - print stds[1:, :].mean(axis=0) # ignore bg class + print('bbox target means:') + print(means) + print(means[1:, :].mean(axis=0)) # ignore bg class + print('bbox target stdevs:') + print(stds) + print(stds[1:, :].mean(axis=0)) # ignore bg class # Normalize targets if cfg.TRAIN.BBOX_NORMALIZE_TARGETS: - print "Normalizing targets" - for im_i in xrange(num_images): + print("Normalizing targets") + for im_i in range(num_images): targets = roidb[im_i]['bbox_targets'] - for cls in xrange(1, num_classes): + for cls in range(1, num_classes): cls_inds = np.where(targets[:, 0] == cls)[0] roidb[im_i]['bbox_targets'][cls_inds, 1:] -= means[cls, :] roidb[im_i]['bbox_targets'][cls_inds, 1:] /= stds[cls, :] else: - print "NOT normalizing targets" + print("NOT normalizing targets") # These values will be needed for making predictions # (the predicts will need to be unnormalized and uncentered) diff --git a/lib/rpn/anchor_target_layer.py b/lib/rpn/anchor_target_layer.py index 4563df1..5372370 100755 --- a/lib/rpn/anchor_target_layer.py +++ b/lib/rpn/anchor_target_layer.py @@ -11,7 +11,7 @@ from fast_rcnn.config import cfg import numpy as np import numpy.random as npr -from generate_anchors import generate_anchors +from .generate_anchors import generate_anchors from utils.cython_bbox import bbox_overlaps from fast_rcnn.bbox_transform import bbox_transform @@ -31,13 +31,13 @@ def setup(self, bottom, top): self._feat_stride = layer_params['feat_stride'] if DEBUG: - print 'anchors:' - print self._anchors - print 'anchor shapes:' - print np.hstack(( + print('anchors:') + print(self._anchors) + print('anchor shapes:') + print(np.hstack(( self._anchors[:, 2::4] - self._anchors[:, 0::4], self._anchors[:, 3::4] - self._anchors[:, 1::4], - )) + ))) self._counts = cfg.EPS self._sums = np.zeros((1, 4)) self._squared_sums = np.zeros((1, 4)) @@ -50,7 +50,7 @@ def setup(self, bottom, top): height, width = bottom[0].data.shape[-2:] if DEBUG: - print 'AnchorTargetLayer: height', height, 'width', width + print('AnchorTargetLayer: height', height, 'width', width) A = self._num_anchors # labels @@ -82,12 +82,12 @@ def forward(self, bottom, top): im_info = bottom[2].data[0, :] if DEBUG: - print '' - print 'im_size: ({}, {})'.format(im_info[0], im_info[1]) - print 'scale: {}'.format(im_info[2]) - print 'height, width: ({}, {})'.format(height, width) - print 'rpn: gt_boxes.shape', gt_boxes.shape - print 'rpn: gt_boxes', gt_boxes + print('') + print('im_size: ({}, {})'.format(im_info[0], im_info[1])) + print('scale: {}'.format(im_info[2])) + print('height, width: ({}, {})'.format(height, width)) + print('rpn: gt_boxes.shape', gt_boxes.shape) + print('rpn: gt_boxes', gt_boxes) # 1. Generate proposals from bbox deltas and shifted anchors shift_x = np.arange(0, width) * self._feat_stride @@ -115,13 +115,13 @@ def forward(self, bottom, top): )[0] if DEBUG: - print 'total_anchors', total_anchors - print 'inds_inside', len(inds_inside) + print('total_anchors', total_anchors) + print('inds_inside', len(inds_inside)) # keep only inside anchors anchors = all_anchors[inds_inside, :] if DEBUG: - print 'anchors.shape', anchors.shape + print('anchors.shape', anchors.shape) # label: 1 is positive, 0 is negative, -1 is dont care labels = np.empty((len(inds_inside), ), dtype=np.float32) @@ -199,10 +199,10 @@ def forward(self, bottom, top): self._counts += np.sum(labels == 1) means = self._sums / self._counts stds = np.sqrt(self._squared_sums / self._counts - means ** 2) - print 'means:' - print means - print 'stdevs:' - print stds + print('means:') + print(means) + print('stdevs:') + print(stds) # map up to original set of anchors labels = _unmap(labels, total_anchors, inds_inside, fill=-1) @@ -211,14 +211,14 @@ def forward(self, bottom, top): bbox_outside_weights = _unmap(bbox_outside_weights, total_anchors, inds_inside, fill=0) if DEBUG: - print 'rpn: max max_overlap', np.max(max_overlaps) - print 'rpn: num_positive', np.sum(labels == 1) - print 'rpn: num_negative', np.sum(labels == 0) + print('rpn: max max_overlap', np.max(max_overlaps)) + print('rpn: num_positive', np.sum(labels == 1)) + print('rpn: num_negative', np.sum(labels == 0)) self._fg_sum += np.sum(labels == 1) self._bg_sum += np.sum(labels == 0) self._count += 1 - print 'rpn: num_positive avg', self._fg_sum / self._count - print 'rpn: num_negative avg', self._bg_sum / self._count + print('rpn: num_positive avg', self._fg_sum / self._count) + print('rpn: num_negative avg', self._bg_sum / self._count) # labels labels = labels.reshape((1, height, width, A)).transpose(0, 3, 1, 2) diff --git a/lib/rpn/generate.py b/lib/rpn/generate.py index 060daf4..3063804 100755 --- a/lib/rpn/generate.py +++ b/lib/rpn/generate.py @@ -100,14 +100,14 @@ def imdb_proposals(net, imdb): """Generate RPN proposals on all images in an imdb.""" _t = Timer() - imdb_boxes = [[] for _ in xrange(imdb.num_images)] - for i in xrange(imdb.num_images): + imdb_boxes = [[] for _ in range(imdb.num_images)] + for i in range(imdb.num_images): im = cv2.imread(imdb.image_path_at(i)) _t.tic() imdb_boxes[i], scores = im_proposals(net, im) _t.toc() - print 'im_proposals: {:d}/{:d} {:.3f}s' \ - .format(i + 1, imdb.num_images, _t.average_time) + print('im_proposals: {:d}/{:d} {:.3f}s' \ + .format(i + 1, imdb.num_images, _t.average_time)) if 0: dets = np.hstack((imdb_boxes[i], scores)) # from IPython import embed; embed() diff --git a/lib/rpn/generate_anchors.py b/lib/rpn/generate_anchors.py index 1125a80..fb686df 100755 --- a/lib/rpn/generate_anchors.py +++ b/lib/rpn/generate_anchors.py @@ -44,7 +44,7 @@ def generate_anchors(base_size=16, ratios=[0.5, 1, 2], base_anchor = np.array([1, 1, base_size, base_size]) - 1 ratio_anchors = _ratio_enum(base_anchor, ratios) anchors = np.vstack([_scale_enum(ratio_anchors[i, :], scales) - for i in xrange(ratio_anchors.shape[0])]) + for i in range(ratio_anchors.shape[0])]) return anchors def _whctrs(anchor): @@ -100,6 +100,6 @@ def _scale_enum(anchor, scales): import time t = time.time() a = generate_anchors() - print time.time() - t - print a + print(time.time() - t) + print(a) from IPython import embed; embed() diff --git a/lib/rpn/proposal_layer.py b/lib/rpn/proposal_layer.py index b157160..f7c82a1 100755 --- a/lib/rpn/proposal_layer.py +++ b/lib/rpn/proposal_layer.py @@ -9,7 +9,7 @@ import numpy as np import yaml from fast_rcnn.config import cfg -from generate_anchors import generate_anchors +from .generate_anchors import generate_anchors from fast_rcnn.bbox_transform import bbox_transform_inv, clip_boxes from fast_rcnn.nms_wrapper import nms @@ -31,9 +31,9 @@ def setup(self, bottom, top): self._num_anchors = self._anchors.shape[0] if DEBUG: - print 'feat_stride: {}'.format(self._feat_stride) - print 'anchors:' - print self._anchors + print('feat_stride: {}'.format(self._feat_stride)) + print('anchors:') + print(self._anchors) # rois blob: holds R regions of interest, each is a 5-tuple # (n, x1, y1, x2, y2) specifying an image batch index n and a @@ -74,14 +74,14 @@ def forward(self, bottom, top): im_info = bottom[2].data[0, :] if DEBUG: - print 'im_size: ({}, {})'.format(im_info[0], im_info[1]) - print 'scale: {}'.format(im_info[2]) + print('im_size: ({}, {})'.format(im_info[0], im_info[1])) + print('scale: {}'.format(im_info[2])) # 1. Generate proposals from bbox deltas and shifted anchors height, width = scores.shape[-2:] if DEBUG: - print 'score map size: {}'.format(scores.shape) + print('score map size: {}'.format(scores.shape)) # Enumerate all shifts shift_x = np.arange(0, width) * self._feat_stride diff --git a/lib/rpn/proposal_target_layer.py b/lib/rpn/proposal_target_layer.py index 38e1f2c..3319409 100755 --- a/lib/rpn/proposal_target_layer.py +++ b/lib/rpn/proposal_target_layer.py @@ -66,14 +66,14 @@ def forward(self, bottom, top): rois_per_image, self._num_classes) if DEBUG: - print 'num fg: {}'.format((labels > 0).sum()) - print 'num bg: {}'.format((labels == 0).sum()) + print('num fg: {}'.format((labels > 0).sum())) + print('num bg: {}'.format((labels == 0).sum())) self._count += 1 self._fg_num += (labels > 0).sum() self._bg_num += (labels == 0).sum() - print 'num fg avg: {}'.format(self._fg_num / self._count) - print 'num bg avg: {}'.format(self._bg_num / self._count) - print 'ratio: {:.3f}'.format(float(self._fg_num) / float(self._bg_num)) + print('num fg avg: {}'.format(self._fg_num / self._count)) + print('num bg avg: {}'.format(self._bg_num / self._count)) + print('ratio: {:.3f}'.format(float(self._fg_num) / float(self._bg_num))) # sampled rois top[0].reshape(*rois.shape) diff --git a/lib/utils/blob.py b/lib/utils/blob.py index 1c31642..9b75442 100755 --- a/lib/utils/blob.py +++ b/lib/utils/blob.py @@ -19,7 +19,7 @@ def im_list_to_blob(ims): num_images = len(ims) blob = np.zeros((num_images, max_shape[0], max_shape[1], 3), dtype=np.float32) - for i in xrange(num_images): + for i in range(num_images): im = ims[i] blob[i, 0:im.shape[0], 0:im.shape[1], :] = im # Move channels (axis 3) to axis 1 diff --git a/python_utils/evaluate_detection.py b/python_utils/evaluate_detection.py index e81138f..b87000a 100755 --- a/python_utils/evaluate_detection.py +++ b/python_utils/evaluate_detection.py @@ -28,7 +28,7 @@ def inst_bench_image(dt, gt, bOpts, overlap = None): # Walk through the detections in decreasing score # and assign tp, fp, fn, tn labels - for i in xrange(nDt): + for i in range(nDt): # assign detection to ground truth object if any if nGt > 0: maxOverlap = overlap[i,:].max(); maxInd = overlap[i,:].argmax(); diff --git a/python_utils/general_utils.py b/python_utils/general_utils.py index 73acd18..c07d618 100755 --- a/python_utils/general_utils.py +++ b/python_utils/general_utils.py @@ -5,7 +5,7 @@ # --------------------------------------------------------- import numpy as np -import cPickle +import pickle import os from IPython.core.debugger import Tracer import scipy.io as scio @@ -16,12 +16,12 @@ def tic_toc_print(interval, string): global tic_toc_print_time_old if 'tic_toc_print_time_old' not in globals(): tic_toc_print_time_old = time.time() - print string + print(string) else: new_time = time.time() if new_time - tic_toc_print_time_old > interval: tic_toc_print_time_old = new_time; - print string + print(string) def mkdir_if_missing(output_dir): """ @@ -50,10 +50,10 @@ def save_variables(pickle_file_name, var, info, overwrite = False) # Construct the dictionary assert(type(var) == list); assert(type(info) == list); d = {} - for i in xrange(len(var)): + for i in range(len(var)): d[info[i]] = var[i] with open(pickle_file_name, 'wb') as f: - cPickle.dump(d, f, cPickle.HIGHEST_PROTOCOL) + pickle.dump(d, f, pickle.HIGHEST_PROTOCOL) def load_variables(pickle_file_name): """ @@ -63,7 +63,7 @@ def load_variables(pickle_file_name): """ if os.path.exists(pickle_file_name): with open(pickle_file_name, 'rb') as f: - d = cPickle.load(f) + d = pickle.load(f) return d else: raise Exception('{:s} does not exists.'.format(pickle_file_name)) diff --git a/python_utils/pycaffe_utils.py b/python_utils/pycaffe_utils.py index 7c1b6e5..b404aa3 100755 --- a/python_utils/pycaffe_utils.py +++ b/python_utils/pycaffe_utils.py @@ -15,26 +15,26 @@ def net_surgery(net, json_file_or_dict): else: source_description = json_file_or_dict # Find a list of blobs in the target net - target_blobs = net.params.keys() - target_blobs = dict(zip(target_blobs, [0]*len(target_blobs))) + target_blobs = list(net.params.keys()) + target_blobs = dict(list(zip(target_blobs, [0]*len(target_blobs)))) # For each item in the json file load the network and copy the layers for src_desc in source_description: net_source = caffe.Net(src_desc['prototxt'], src_desc['model'], caffe.TEST) - for j in xrange(len(src_desc['copy_ops']['dest'])): + for j in range(len(src_desc['copy_ops']['dest'])): dest_name = src_desc['copy_ops']['dest'][j] assert dest_name in target_blobs, \ 'Destination name {} not in target network blobs'.format(dest_name) src_name = src_desc['copy_ops']['source'][j] - assert src_name in net_source.params.keys(), \ + assert src_name in list(net_source.params.keys()), \ 'Source name {} not in source network blobs'.format(src_name) allow_different_shape = src_desc['copy_ops']['reshape'][j] if target_blobs[dest_name] is not 0: - print 'Target blob {} is being reassigned'.format(dest_name) + print('Target blob {} is being reassigned'.format(dest_name)) target_blobs[dest_name] = target_blobs[dest_name] + 1 assert(len(net.params[dest_name]) == \ @@ -42,7 +42,7 @@ def net_surgery(net, json_file_or_dict): 'Number of blobs in {} in source do not match number of blobs in {} in destination'\ .format(src_name, dest_name) - for k in xrange(len(net.params[dest_name])): + for k in range(len(net.params[dest_name])): src = net_source.params[src_name][k] dest = net.params[dest_name][k] if allow_different_shape: @@ -58,9 +58,9 @@ def net_surgery(net, json_file_or_dict): .format(src_name, k, str(src_shape), dest_name, k, str(dest_shape)) dest.data[...] = src.data - unusual = [x for x in target_blobs.keys() if target_blobs[x] is not 1] + unusual = [x for x in list(target_blobs.keys()) if target_blobs[x] is not 1] for x in unusual: - print 'Parameter blob {} copied {:d} times.'.format(x, target_blobs[x]) + print('Parameter blob {} copied {:d} times.'.format(x, target_blobs[x])) return target_blobs diff --git a/tools/compress_net.py b/tools/compress_net.py index e044e5b..4c58166 100755 --- a/tools/compress_net.py +++ b/tools/compress_net.py @@ -76,7 +76,7 @@ def main(): out_dir = os.path.dirname(args.caffemodel) # Compress fc6 - if net_svd.params.has_key('fc6_L'): + if 'fc6_L' in net_svd.params: l_fc6 = net_svd.params['fc6_L'][0].data.shape[0] print(' fc6_L bottleneck size: {}'.format(l_fc6)) @@ -98,9 +98,9 @@ def main(): out += '_fc6_{}'.format(l_fc6) # Compress fc7 - if net_svd.params.has_key('fc7_L'): + if 'fc7_L' in net_svd.params: l_fc7 = net_svd.params['fc7_L'][0].data.shape[0] - print ' fc7_L bottleneck size: {}'.format(l_fc7) + print(' fc7_L bottleneck size: {}'.format(l_fc7)) W_fc7 = net.params['fc7'][0].data B_fc7 = net.params['fc7'][1].data @@ -119,7 +119,7 @@ def main(): filename = '{}/{}.caffemodel'.format(out_dir, out) net_svd.save(filename) - print 'Wrote svd model to: {:s}'.format(filename) + print('Wrote svd model to: {:s}'.format(filename)) if __name__ == '__main__': main() diff --git a/tools/demo.py b/tools/demo.py index 631c68a..a4ba0ea 100755 --- a/tools/demo.py +++ b/tools/demo.py @@ -32,9 +32,11 @@ 'sheep', 'sofa', 'train', 'tvmonitor') NETS = {'vgg16': ('VGG16', - 'VGG16_faster_rcnn_final.caffemodel'), - 'zf': ('ZF', - 'ZF_faster_rcnn_final.caffemodel')} + 'vgg16_fast_rcnn_iter_40000.caffemodel'), + 'vgg_cnn_m_1024': ('VGG_CNN_M_1024', + 'vgg_cnn_m_1024_fast_rcnn_iter_40000.caffemodel'), + 'caffenet': ('CaffeNet', + 'caffenet_fast_rcnn_iter_40000.caffemodel')} def vis_detections(im, class_name, dets, thresh=0.5): @@ -69,32 +71,41 @@ def vis_detections(im, class_name, dets, thresh=0.5): plt.tight_layout() plt.draw() -def demo(net, image_name): +def demo(net, image_name, classes): """Detect object classes in an image using pre-computed object proposals.""" + # Load pre-computed Selected Search object proposals + box_file = os.path.join(cfg.ROOT_DIR, 'data', 'demo', + image_name + '_boxes.mat') + obj_proposals = sio.loadmat(box_file)['boxes'] + # Load the demo image - im_file = os.path.join(cfg.DATA_DIR, 'demo', image_name) + im_file = os.path.join(cfg.ROOT_DIR, 'data', 'demo', image_name + '.jpg') im = cv2.imread(im_file) # Detect all object classes and regress object bounds timer = Timer() timer.tic() - scores, boxes = im_detect(net, im) + scores, boxes = im_detect(net, im, obj_proposals) timer.toc() - print ('Detection took {:.3f}s for ' - '{:d} object proposals').format(timer.total_time, boxes.shape[0]) + print(('Detection took {:.3f}s for ' + '{:d} object proposals').format(timer.total_time, boxes.shape[0])) # Visualize detections for each class CONF_THRESH = 0.8 NMS_THRESH = 0.3 - for cls_ind, cls in enumerate(CLASSES[1:]): - cls_ind += 1 # because we skipped background + for cls in classes: + cls_ind = CLASSES.index(cls) cls_boxes = boxes[:, 4*cls_ind:4*(cls_ind + 1)] cls_scores = scores[:, cls_ind] + keep = np.where(cls_scores >= CONF_THRESH)[0] + cls_boxes = cls_boxes[keep, :] + cls_scores = cls_scores[keep] dets = np.hstack((cls_boxes, cls_scores[:, np.newaxis])).astype(np.float32) keep = nms(dets, NMS_THRESH) dets = dets[keep, :] + print('All {} detections with p({} | box) >= {:.1f}'.format(cls, cls, CONF_THRESH)) vis_detections(im, cls, dets, thresh=CONF_THRESH) def parse_args(): @@ -106,25 +117,21 @@ def parse_args(): help='Use CPU mode (overrides --gpu)', action='store_true') parser.add_argument('--net', dest='demo_net', help='Network to use [vgg16]', - choices=NETS.keys(), default='vgg16') + choices=list(NETS.keys()), default='vgg16') args = parser.parse_args() return args if __name__ == '__main__': - cfg.TEST.HAS_RPN = True # Use RPN for proposals - args = parse_args() - prototxt = os.path.join(cfg.MODELS_DIR, NETS[args.demo_net][0], - 'faster_rcnn_alt_opt', 'faster_rcnn_test.pt') - caffemodel = os.path.join(cfg.DATA_DIR, 'faster_rcnn_models', - NETS[args.demo_net][1]) + prototxt = os.path.join(cfg.MODELS_DIR, NETS[args.demo_net][0],'fast_rcnn', 'test.prototxt') + caffemodel = os.path.join(cfg.DATA_DIR, 'fast_rcnn_models',NETS[args.demo_net][1]) if not os.path.isfile(caffemodel): raise IOError(('{:s} not found.\nDid you run ./data/script/' - 'fetch_faster_rcnn_models.sh?').format(caffemodel)) + 'fetch_fast_rcnn_models.sh?').format(caffemodel)) if args.cpu_mode: caffe.set_mode_cpu() @@ -134,18 +141,9 @@ def parse_args(): cfg.GPU_ID = args.gpu_id net = caffe.Net(prototxt, caffemodel, caffe.TEST) - print '\n\nLoaded network {:s}'.format(caffemodel) - - # Warmup on a dummy image - im = 128 * np.ones((300, 500, 3), dtype=np.uint8) - for i in xrange(2): - _, _= im_detect(net, im) - - im_names = ['000456.jpg', '000542.jpg', '001150.jpg', - '001763.jpg', '004545.jpg'] - for im_name in im_names: - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' - print 'Demo for data/demo/{}'.format(im_name) - demo(net, im_name) + print('\n\nLoaded network {:s}'.format(caffemodel)) + images_dir=os.path.join(cfg.ROOT_DIR, 'data', 'demo') + for file in os.listdir(images_dir): + if(file.endswith('.png')):demo(net, file[0:-4], ['car','sofa','tvmonitor']) plt.show() diff --git a/tools/eval_recall.py b/tools/eval_recall.py index b1a59dc..976c7c5 100755 --- a/tools/eval_recall.py +++ b/tools/eval_recall.py @@ -48,23 +48,23 @@ def parse_args(): ar, gt_overlaps, recalls, thresholds = \ imdb.evaluate_recall(candidate_boxes=candidate_boxes) - print 'Method: {}'.format(args.method) - print 'AverageRec: {:.3f}'.format(ar) + print('Method: {}'.format(args.method)) + print('AverageRec: {:.3f}'.format(ar)) def recall_at(t): ind = np.where(thresholds > t - 1e-5)[0][0] assert np.isclose(thresholds[ind], t) return recalls[ind] - print 'Recall@0.5: {:.3f}'.format(recall_at(0.5)) - print 'Recall@0.6: {:.3f}'.format(recall_at(0.6)) - print 'Recall@0.7: {:.3f}'.format(recall_at(0.7)) - print 'Recall@0.8: {:.3f}'.format(recall_at(0.8)) - print 'Recall@0.9: {:.3f}'.format(recall_at(0.9)) + print('Recall@0.5: {:.3f}'.format(recall_at(0.5))) + print('Recall@0.6: {:.3f}'.format(recall_at(0.6))) + print('Recall@0.7: {:.3f}'.format(recall_at(0.7))) + print('Recall@0.8: {:.3f}'.format(recall_at(0.8))) + print('Recall@0.9: {:.3f}'.format(recall_at(0.9))) # print again for easy spreadsheet copying - print '{:.3f}'.format(ar) - print '{:.3f}'.format(recall_at(0.5)) - print '{:.3f}'.format(recall_at(0.6)) - print '{:.3f}'.format(recall_at(0.7)) - print '{:.3f}'.format(recall_at(0.8)) - print '{:.3f}'.format(recall_at(0.9)) + print('{:.3f}'.format(ar)) + print('{:.3f}'.format(recall_at(0.5))) + print('{:.3f}'.format(recall_at(0.6))) + print('{:.3f}'.format(recall_at(0.7))) + print('{:.3f}'.format(recall_at(0.8))) + print('{:.3f}'.format(recall_at(0.9))) diff --git a/tools/reval.py b/tools/reval.py index 905ec1b..b30e04a 100755 --- a/tools/reval.py +++ b/tools/reval.py @@ -13,7 +13,7 @@ from fast_rcnn.test import apply_nms from fast_rcnn.config import cfg from datasets.factory import get_imdb -import cPickle +import pickle import os, sys, argparse import numpy as np @@ -47,15 +47,15 @@ def from_dets(imdb_name, output_dir, args): imdb.competition_mode(args.comp_mode) imdb.config['matlab_eval'] = args.matlab_eval with open(os.path.join(output_dir, 'detections.pkl'), 'rb') as f: - dets = cPickle.load(f) + dets = pickle.load(f) if args.apply_nms: - print 'Applying NMS to all detections' + print('Applying NMS to all detections') nms_dets = apply_nms(dets, cfg.TEST.NMS) else: nms_dets = dets - print 'Evaluating detections' + print('Evaluating detections') imdb.evaluate_detections(nms_dets, output_dir) if __name__ == '__main__': diff --git a/tools/rpn_generate.py b/tools/rpn_generate.py index f8ca4a1..4e082e6 100755 --- a/tools/rpn_generate.py +++ b/tools/rpn_generate.py @@ -14,7 +14,7 @@ from fast_rcnn.config import cfg, cfg_from_file, cfg_from_list, get_output_dir from datasets.factory import get_imdb from rpn.generate import imdb_proposals -import cPickle +import pickle import caffe import argparse import pprint @@ -87,5 +87,5 @@ def parse_args(): output_dir = get_output_dir(imdb, net) rpn_file = os.path.join(output_dir, net.name + '_rpn_proposals.pkl') with open(rpn_file, 'wb') as f: - cPickle.dump(imdb_boxes, f, cPickle.HIGHEST_PROTOCOL) - print 'Wrote RPN proposals to {}'.format(rpn_file) + pickle.dump(imdb_boxes, f, pickle.HIGHEST_PROTOCOL) + print('Wrote RPN proposals to {}'.format(rpn_file)) diff --git a/tools/test_net.py b/tools/test_net.py index 1a7c977..f844cc1 100755 --- a/tools/test_net.py +++ b/tools/test_net.py @@ -1,9 +1,10 @@ #!/usr/bin/env python # -------------------------------------------------------- -# Fast R-CNN with OHEM +# Fast R-CNN +# Copyright (c) 2015 Microsoft # Licensed under The MIT License [see LICENSE for details] -# Written by Ross Girshick and Abhinav Shrivastava +# Written by Ross Girshick # -------------------------------------------------------- """Test a Fast R-CNN network on an image database.""" @@ -89,4 +90,4 @@ def parse_args(): if not cfg.TEST.HAS_RPN: imdb.set_proposal_method(cfg.TEST.PROPOSAL_METHOD) - test_net(net, imdb, max_per_image=args.max_per_image, vis=args.vis, thresh=args.det_thresh) + test_net(net, imdb, max_per_image=args.max_per_image, vis=args.vis) diff --git a/tools/train_faster_rcnn_alt_opt.py b/tools/train_faster_rcnn_alt_opt.py index e49844a..46a37e9 100755 --- a/tools/train_faster_rcnn_alt_opt.py +++ b/tools/train_faster_rcnn_alt_opt.py @@ -23,7 +23,7 @@ import numpy as np import sys, os import multiprocessing as mp -import cPickle +import pickle import shutil def parse_args(): @@ -59,9 +59,9 @@ def parse_args(): def get_roidb(imdb_name, rpn_file=None): imdb = get_imdb(imdb_name) - print 'Loaded dataset `{:s}` for training'.format(imdb.name) + print('Loaded dataset `{:s}` for training'.format(imdb.name)) imdb.set_proposal_method(cfg.TRAIN.PROPOSAL_METHOD) - print 'Set proposal method: {:s}'.format(cfg.TRAIN.PROPOSAL_METHOD) + print('Set proposal method: {:s}'.format(cfg.TRAIN.PROPOSAL_METHOD)) if rpn_file is not None: imdb.config['rpn_file'] = rpn_file roidb = get_training_roidb(imdb) @@ -112,7 +112,7 @@ def train_rpn(queue=None, imdb_name=None, init_model=None, solver=None, cfg.TRAIN.BBOX_REG = False # applies only to Fast R-CNN bbox regression cfg.TRAIN.PROPOSAL_METHOD = 'gt' cfg.TRAIN.IMS_PER_BATCH = 1 - print 'Init model: {}'.format(init_model) + print('Init model: {}'.format(init_model)) print('Using config:') pprint.pprint(cfg) @@ -120,9 +120,9 @@ def train_rpn(queue=None, imdb_name=None, init_model=None, solver=None, _init_caffe(cfg) roidb, imdb = get_roidb(imdb_name) - print 'roidb len: {}'.format(len(roidb)) + print('roidb len: {}'.format(len(roidb))) output_dir = get_output_dir(imdb) - print 'Output will be saved to `{:s}`'.format(output_dir) + print('Output will be saved to `{:s}`'.format(output_dir)) model_paths = train_net(solver, roidb, output_dir, pretrained_model=init_model, @@ -141,7 +141,7 @@ def rpn_generate(queue=None, imdb_name=None, rpn_model_path=None, cfg=None, cfg.TEST.RPN_PRE_NMS_TOP_N = -1 # no pre NMS filtering cfg.TEST.RPN_POST_NMS_TOP_N = 2000 # limit top boxes after NMS - print 'RPN model: {}'.format(rpn_model_path) + print('RPN model: {}'.format(rpn_model_path)) print('Using config:') pprint.pprint(cfg) @@ -152,12 +152,12 @@ def rpn_generate(queue=None, imdb_name=None, rpn_model_path=None, cfg=None, # We compute them on the image once and then flip the already computed # proposals. This might cause a minor loss in mAP (less proposal jittering). imdb = get_imdb(imdb_name) - print 'Loaded dataset `{:s}` for proposal generation'.format(imdb.name) + print('Loaded dataset `{:s}` for proposal generation'.format(imdb.name)) # Load RPN and configure output directory rpn_net = caffe.Net(rpn_test_prototxt, rpn_model_path, caffe.TEST) output_dir = get_output_dir(imdb) - print 'Output will be saved to `{:s}`'.format(output_dir) + print('Output will be saved to `{:s}`'.format(output_dir)) # Generate proposals on the imdb rpn_proposals = imdb_proposals(rpn_net, imdb) # Write proposals to disk and send the proposal file path through the @@ -166,8 +166,8 @@ def rpn_generate(queue=None, imdb_name=None, rpn_model_path=None, cfg=None, rpn_proposals_path = os.path.join( output_dir, rpn_net_name + '_proposals.pkl') with open(rpn_proposals_path, 'wb') as f: - cPickle.dump(rpn_proposals, f, cPickle.HIGHEST_PROTOCOL) - print 'Wrote RPN proposals to {}'.format(rpn_proposals_path) + pickle.dump(rpn_proposals, f, pickle.HIGHEST_PROTOCOL) + print('Wrote RPN proposals to {}'.format(rpn_proposals_path)) queue.put({'proposal_path': rpn_proposals_path}) def train_fast_rcnn(queue=None, imdb_name=None, init_model=None, solver=None, @@ -178,8 +178,8 @@ def train_fast_rcnn(queue=None, imdb_name=None, init_model=None, solver=None, cfg.TRAIN.HAS_RPN = False # not generating prosals on-the-fly cfg.TRAIN.PROPOSAL_METHOD = 'rpn' # use pre-computed RPN proposals instead cfg.TRAIN.IMS_PER_BATCH = 2 - print 'Init model: {}'.format(init_model) - print 'RPN proposals: {}'.format(rpn_file) + print('Init model: {}'.format(init_model)) + print('RPN proposals: {}'.format(rpn_file)) print('Using config:') pprint.pprint(cfg) @@ -188,7 +188,7 @@ def train_fast_rcnn(queue=None, imdb_name=None, init_model=None, solver=None, roidb, imdb = get_roidb(imdb_name, rpn_file=rpn_file) output_dir = get_output_dir(imdb) - print 'Output will be saved to `{:s}`'.format(output_dir) + print('Output will be saved to `{:s}`'.format(output_dir)) # Train Fast R-CNN model_paths = train_net(solver, roidb, output_dir, pretrained_model=init_model, @@ -224,9 +224,9 @@ def train_fast_rcnn(queue=None, imdb_name=None, init_model=None, solver=None, # solves, iters, etc. for each training stage solvers, max_iters, rpn_test_prototxt = get_solvers(args.net_name) - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' - print 'Stage 1 RPN, init from ImageNet model' - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' + print('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~') + print('Stage 1 RPN, init from ImageNet model') + print('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~') cfg.TRAIN.SNAPSHOT_INFIX = 'stage1' mp_kwargs = dict( @@ -241,9 +241,9 @@ def train_fast_rcnn(queue=None, imdb_name=None, init_model=None, solver=None, rpn_stage1_out = mp_queue.get() p.join() - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' - print 'Stage 1 RPN, generate proposals' - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' + print('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~') + print('Stage 1 RPN, generate proposals') + print('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~') mp_kwargs = dict( queue=mp_queue, @@ -256,9 +256,9 @@ def train_fast_rcnn(queue=None, imdb_name=None, init_model=None, solver=None, rpn_stage1_out['proposal_path'] = mp_queue.get()['proposal_path'] p.join() - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' - print 'Stage 1 Fast R-CNN using RPN proposals, init from ImageNet model' - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' + print('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~') + print('Stage 1 Fast R-CNN using RPN proposals, init from ImageNet model') + print('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~') cfg.TRAIN.SNAPSHOT_INFIX = 'stage1' mp_kwargs = dict( @@ -274,9 +274,9 @@ def train_fast_rcnn(queue=None, imdb_name=None, init_model=None, solver=None, fast_rcnn_stage1_out = mp_queue.get() p.join() - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' - print 'Stage 2 RPN, init from stage 1 Fast R-CNN model' - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' + print('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~') + print('Stage 2 RPN, init from stage 1 Fast R-CNN model') + print('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~') cfg.TRAIN.SNAPSHOT_INFIX = 'stage2' mp_kwargs = dict( @@ -291,9 +291,9 @@ def train_fast_rcnn(queue=None, imdb_name=None, init_model=None, solver=None, rpn_stage2_out = mp_queue.get() p.join() - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' - print 'Stage 2 RPN, generate proposals' - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' + print('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~') + print('Stage 2 RPN, generate proposals') + print('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~') mp_kwargs = dict( queue=mp_queue, @@ -306,9 +306,9 @@ def train_fast_rcnn(queue=None, imdb_name=None, init_model=None, solver=None, rpn_stage2_out['proposal_path'] = mp_queue.get()['proposal_path'] p.join() - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' - print 'Stage 2 Fast R-CNN, init from stage 2 RPN R-CNN model' - print '~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~' + print('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~') + print('Stage 2 Fast R-CNN, init from stage 2 RPN R-CNN model') + print('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~') cfg.TRAIN.SNAPSHOT_INFIX = 'stage2' mp_kwargs = dict( @@ -328,7 +328,7 @@ def train_fast_rcnn(queue=None, imdb_name=None, init_model=None, solver=None, final_path = os.path.join( os.path.dirname(fast_rcnn_stage2_out['model_path']), args.net_name + '_faster_rcnn_final.caffemodel') - print 'cp {} -> {}'.format( - fast_rcnn_stage2_out['model_path'], final_path) + print('cp {} -> {}'.format( + fast_rcnn_stage2_out['model_path'], final_path)) shutil.copy(fast_rcnn_stage2_out['model_path'], final_path) - print 'Final model: {}'.format(final_path) + print('Final model: {}'.format(final_path)) diff --git a/tools/train_net.py b/tools/train_net.py index 622a95d..9f96169 100755 --- a/tools/train_net.py +++ b/tools/train_net.py @@ -60,9 +60,9 @@ def parse_args(): def combined_roidb(imdb_names): def get_roidb(imdb_name): imdb = get_imdb(imdb_name) - print 'Loaded dataset `{:s}` for training'.format(imdb.name) + print('Loaded dataset `{:s}` for training'.format(imdb.name)) imdb.set_proposal_method(cfg.TRAIN.PROPOSAL_METHOD) - print 'Set proposal method: {:s}'.format(cfg.TRAIN.PROPOSAL_METHOD) + print('Set proposal method: {:s}'.format(cfg.TRAIN.PROPOSAL_METHOD)) roidb = get_training_roidb(imdb) return roidb @@ -102,10 +102,10 @@ def get_roidb(imdb_name): caffe.set_device(args.gpu_id) imdb, roidb = combined_roidb(args.imdb_name) - print '{:d} roidb entries'.format(len(roidb)) + print('{:d} roidb entries'.format(len(roidb))) output_dir = get_output_dir(imdb) - print 'Output will be saved to `{:s}`'.format(output_dir) + print('Output will be saved to `{:s}`'.format(output_dir)) train_net(args.solver, roidb, output_dir, pretrained_model=args.pretrained_model, diff --git a/tools/train_svms.py b/tools/train_svms.py index 498bbf2..5d1e856 100755 --- a/tools/train_svms.py +++ b/tools/train_svms.py @@ -52,7 +52,7 @@ def _get_feature_scale(self, num_images=100): roidb = self.imdb.roidb total_norm = 0.0 count = 0.0 - inds = npr.choice(xrange(self.imdb.num_images), size=num_images, + inds = npr.choice(range(self.imdb.num_images), size=num_images, replace=False) for i_, i in enumerate(inds): im = cv2.imread(self.imdb.image_path_at(i)) @@ -64,35 +64,33 @@ def _get_feature_scale(self, num_images=100): feat = self.net.blobs[self.layer].data total_norm += np.sqrt((feat ** 2).sum(axis=1)).sum() count += feat.shape[0] - print('{}/{}: avg feature norm: {:.3f}'.format(i_ + 1, num_images, - total_norm / count)) + print('{}/{}: avg feature norm: {:.3f}'.format(i_ + 1, num_images,total_norm / count)) return TARGET_NORM * 1.0 / (total_norm / count) def _get_pos_counts(self): counts = np.zeros((len(self.imdb.classes)), dtype=np.int) roidb = self.imdb.roidb - for i in xrange(len(roidb)): - for j in xrange(1, self.imdb.num_classes): + for i in range(len(roidb)): + for j in range(1, self.imdb.num_classes): I = np.where(roidb[i]['gt_classes'] == j)[0] counts[j] += len(I) - for j in xrange(1, self.imdb.num_classes): - print('class {:s} has {:d} positives'. - format(self.imdb.classes[j], counts[j])) + for j in range(1, self.imdb.num_classes): + print('class {:s} has {:d} positives'.format(self.imdb.classes[j], counts[j])) return counts def get_pos_examples(self): counts = self._get_pos_counts() - for i in xrange(len(counts)): + for i in range(len(counts)): self.trainers[i].alloc_pos(counts[i]) _t = Timer() roidb = self.imdb.roidb num_images = len(roidb) # num_images = 100 - for i in xrange(num_images): + for i in range(num_images): im = cv2.imread(self.imdb.image_path_at(i)) if roidb[i]['flipped']: im = im[:, ::-1, :] @@ -102,14 +100,13 @@ def get_pos_examples(self): scores, boxes = im_detect(self.net, im, gt_boxes) _t.toc() feat = self.net.blobs[self.layer].data - for j in xrange(1, self.imdb.num_classes): + for j in range(1, self.imdb.num_classes): cls_inds = np.where(roidb[i]['gt_classes'][gt_inds] == j)[0] if len(cls_inds) > 0: cls_feat = feat[cls_inds, :] self.trainers[j].append_pos(cls_feat) - print 'get_pos_examples: {:d}/{:d} {:.3f}s' \ - .format(i + 1, len(roidb), _t.average_time) + print('get_pos_examples: {:d}/{:d} {:.3f}s'.format(i + 1, len(roidb), _t.average_time)) def initialize_net(self): # Start all SVM parameters at zero @@ -137,7 +134,7 @@ def train_with_hard_negatives(self): roidb = self.imdb.roidb num_images = len(roidb) # num_images = 100 - for i in xrange(num_images): + for i in range(num_images): im = cv2.imread(self.imdb.image_path_at(i)) if roidb[i]['flipped']: im = im[:, ::-1, :] @@ -145,7 +142,7 @@ def train_with_hard_negatives(self): scores, boxes = im_detect(self.net, im, roidb[i]['boxes']) _t.toc() feat = self.net.blobs[self.layer].data - for j in xrange(1, self.imdb.num_classes): + for j in range(1, self.imdb.num_classes): hard_inds = \ np.where((scores[:, j] > self.hard_thresh) & (roidb[i]['gt_overlaps'][:, j].toarray().ravel() < @@ -157,8 +154,7 @@ def train_with_hard_negatives(self): if new_w_b is not None: self.update_net(j, new_w_b[0], new_w_b[1]) - print(('train_with_hard_negatives: ' - '{:d}/{:d} {:.3f}s').format(i + 1, len(roidb), + print('train_with_hard_negatives: {:d}/{:d} {:.3f}s').format(i + 1, len(roidb), _t.average_time)) def train(self): @@ -185,7 +181,7 @@ def train(self): # One final SVM retraining for each class # Install SVMs into net - for j in xrange(1, self.imdb.num_classes): + for j in range(1, self.imdb.num_classes): new_w_b = self.trainers[j].append_neg_and_retrain(force=True) self.update_net(j, new_w_b[0], new_w_b[1]) @@ -225,8 +221,7 @@ def train(self): print('>>> Updating {} detector <<<'.format(self.cls)) num_pos = self.pos.shape[0] num_neg = self.neg.shape[0] - print('Cache holds {} pos examples and {} neg examples'. - format(num_pos, num_neg)) + print('Cache holds {} pos examples and {} neg examples'.format(num_pos, num_neg)) X = np.vstack((self.pos, self.neg)) * self.feature_scale y = np.hstack((np.ones(num_pos), -np.ones(num_neg))) @@ -338,16 +333,16 @@ def parse_args(): out_dir = os.path.dirname(args.caffemodel) imdb = get_imdb(args.imdb_name) - print 'Loaded dataset `{:s}` for training'.format(imdb.name) + print('Loaded dataset `{:s}` for training'.format(imdb.name)) # enhance roidb to contain flipped examples if cfg.TRAIN.USE_FLIPPED: - print 'Appending horizontally-flipped training examples...' + print('Appending horizontally-flipped training examples...') imdb.append_flipped_images() - print 'done' + print('done') SVMTrainer(net, imdb).train() filename = '{}/{}.caffemodel'.format(out_dir, out) net.save(filename) - print 'Wrote svm model to: {:s}'.format(filename) + print('Wrote svm model to: {:s}'.format(filename)) From 6944fd33315e3fe65446370a8091bf8fcc09e586 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 15:35:33 +0800 Subject: [PATCH 29/39] change the URL to download selective search data. --- data/scripts/fetch_selective_search_data.sh | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/data/scripts/fetch_selective_search_data.sh b/data/scripts/fetch_selective_search_data.sh index cd88ece..7f22c55 100644 --- a/data/scripts/fetch_selective_search_data.sh +++ b/data/scripts/fetch_selective_search_data.sh @@ -1,11 +1,10 @@ #!/bin/bash -DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )/../" && pwd )" +DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )" cd $DIR -FILE=selective_search_data.tgz -URL=https://dl.dropboxusercontent.com/s/orrt7o6bp6ae0tc/selective_search_data.tgz -CHECKSUM=7078c1db87a7851b31966b96774cd9b9 +FILE=r-cnn-release1-selective-search.tgz +CHECKSUM=6cf6df219c1e514f64482f11d00bd0b4 if [ -f $FILE ]; then echo "File already exists. Checking md5..." @@ -16,16 +15,16 @@ if [ -f $FILE ]; then checksum=`cat $FILE | md5` fi if [ "$checksum" = "$CHECKSUM" ]; then - echo "Checksum is correct. No need to download." + echo "Model checksum is correct. No need to download." exit 0 else - echo "Checksum is incorrect. Need to download again." + echo "Model checksum is incorrect. Need to download again." fi fi -echo "Downloading precomputed selective search boxes (0.5G)..." +echo "Downloading precomputed selective search boxes (1.8G)..." -wget $URL -O $FILE +wget https://dl.dropboxusercontent.com/s/uf2i1y2oee7c6n1/r-cnn-release1-selective-search.tgz echo "Unzipping..." From 878f64edd42af107222e84442226c4f242ae9402 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 15:37:46 +0800 Subject: [PATCH 30/39] Update LICENSE --- LICENSE | 27 +-------------------------- 1 file changed, 1 insertion(+), 26 deletions(-) diff --git a/LICENSE b/LICENSE index 6d2bda8..fff362e 100755 --- a/LICENSE +++ b/LICENSE @@ -58,32 +58,7 @@ OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. - -2. Faster R-CNN (https://github.com/rbgirshick/py-faster-rcnn) - -The MIT License (MIT) - -Copyright (c) 2015 Microsoft Corporation - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. - -3. Caffe, (https://github.com/BVLC/caffe/) +2. Caffe, (https://github.com/BVLC/caffe/) COPYRIGHT From 377076402514aed6d2ac9d9122ec3a74491d05cb Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 15:38:13 +0800 Subject: [PATCH 31/39] Update LICENSE --- LICENSE | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/LICENSE b/LICENSE index fff362e..9ab866d 100755 --- a/LICENSE +++ b/LICENSE @@ -32,7 +32,7 @@ notice and license of such Third Party Code are set out below. This Third Party Code is licensed to you under their original license terms set forth below. -1. Fast R-CNN (https://github.com/rbgirshick/fast-rcnn) +1.Fast R-CNN (https://github.com/rbgirshick/fast-rcnn) Copyright (c) Microsoft Corporation @@ -58,7 +58,7 @@ OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -2. Caffe, (https://github.com/BVLC/caffe/) +2.Caffe, (https://github.com/BVLC/caffe/) COPYRIGHT From 1a00a09cfb47a21b61b58a586506b7ac07f5c0db Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 15:53:41 +0800 Subject: [PATCH 32/39] Change the style to show images from the list of dataset. --- tools/demo.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/tools/demo.py b/tools/demo.py index a4ba0ea..dedb954 100755 --- a/tools/demo.py +++ b/tools/demo.py @@ -70,6 +70,7 @@ def vis_detections(im, class_name, dets, thresh=0.5): plt.axis('off') plt.tight_layout() plt.draw() + plt.show() def demo(net, image_name, classes): """Detect object classes in an image using pre-computed object proposals.""" @@ -145,5 +146,3 @@ def parse_args(): images_dir=os.path.join(cfg.ROOT_DIR, 'data', 'demo') for file in os.listdir(images_dir): if(file.endswith('.png')):demo(net, file[0:-4], ['car','sofa','tvmonitor']) - - plt.show() From c5bec6bd1efc2b1b6bea7ab927fb0be751a703ef Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 16:05:51 +0800 Subject: [PATCH 33/39] Update README.md --- README.md | 20 ++++---------------- 1 file changed, 4 insertions(+), 16 deletions(-) diff --git a/README.md b/README.md index 0a9c60f..f32d5b6 100755 --- a/README.md +++ b/README.md @@ -50,21 +50,9 @@ To run the code, one can simply do, It includes 3-stage of training: ```Shell -./experiments/scripts/fast_rcnn_std.sh [GPU_ID] VGG16 pascal_voc -``` -which is used for training a standard Fast-RCNN for 10K iterations, you can download my [model](https://www.dropbox.com/s/ccs7lw3gydfzgvv/fast_rcnn_std_iter_10000.caffemodel?dl=0) and [logs](https://www.dropbox.com/s/hwbag60l1gmtxbb/fast_rcnn_std.txt.2017-04-08_16-53-59?dl=0) for this step. - -```Shell -./experiments/scripts/fast_rcnn_adv_pretrain.sh [GPU_ID] VGG16 pascal_voc -``` -which is a pre-training stage for the adversarial network, you can download my [model](https://www.dropbox.com/s/hvqpxn3bigarhdn/fast_rcnn_adv_pretrain_iter_25000.caffemodel?dl=0) and [logs](https://www.dropbox.com/s/i79j5hd0ee4ybke/fast_rcnn_adv_pretrain.txt.2017-04-08_19-39-49?dl=0) for this step. - -```Shell +./experiments/scripts/fast_rcnn_std.sh [GPU_ID] VGG16 pascal_voc +./experiments/scripts/fast_rcnn_adv_pretrain.sh [GPU_ID] VGG16 pascal_voc ./copy_model.h +./experiments/scripts/fast_rcnn_adv.sh [GPU_ID] VGG16 pascal_voc ``` -which is used to copy the weights of the above two models to initialize the joint model. - -```Shell -./experiments/scripts/fast_rcnn_adv.sh [GPU_ID] VGG16 pascal_voc -``` -which is joint training of the detector and the adversarial network, you can download my [model](https://www.dropbox.com/s/5wvxh8g5n3ewvp4/fast_rcnn_adv_iter_40000.caffemodel?dl=0) and [logs](https://www.dropbox.com/s/awrdrwyfthdgba5/fast_rcnn_adv.txt.2017-04-09_22-09-57?dl=0) for this step. +which is joint training of the detector and the adversarial network, you can download all of them from my [Baidu cloud disk](https://www.dropbox.com/s/5wvxh8g5n3ewvp4/fast_rcnn_adv_iter_40000.caffemodel?dl=0). From aa365968ccc7a82bbf87b1d9997efb3ccf86287a Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 16:14:47 +0800 Subject: [PATCH 34/39] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f32d5b6..3d70a9a 100755 --- a/README.md +++ b/README.md @@ -55,4 +55,4 @@ It includes 3-stage of training: ./copy_model.h ./experiments/scripts/fast_rcnn_adv.sh [GPU_ID] VGG16 pascal_voc ``` -which is joint training of the detector and the adversarial network, you can download all of them from my [Baidu cloud disk](https://www.dropbox.com/s/5wvxh8g5n3ewvp4/fast_rcnn_adv_iter_40000.caffemodel?dl=0). +All output training files and logs can be downloaded from my [Baidu cloud disk](https://www.dropbox.com/s/5wvxh8g5n3ewvp4/fast_rcnn_adv_iter_40000.caffemodel?dl=0). From 777814b2564f5fe3befb47ed54209d5513387ef5 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Sun, 10 Dec 2017 16:15:43 +0800 Subject: [PATCH 35/39] Change the URL to download training files and logs --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3d70a9a..68ebcf2 100755 --- a/README.md +++ b/README.md @@ -55,4 +55,4 @@ It includes 3-stage of training: ./copy_model.h ./experiments/scripts/fast_rcnn_adv.sh [GPU_ID] VGG16 pascal_voc ``` -All output training files and logs can be downloaded from my [Baidu cloud disk](https://www.dropbox.com/s/5wvxh8g5n3ewvp4/fast_rcnn_adv_iter_40000.caffemodel?dl=0). +All output training files and logs can be downloaded from my [Baidu cloud disk](https://pan.baidu.com/s/1nvac2Jv). From 258e7656b63f968d240d1c2a7d4ae19abfd20f87 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Mon, 11 Dec 2017 13:21:46 +0800 Subject: [PATCH 36/39] Update fetch_selective_search_data.sh --- data/scripts/fetch_selective_search_data.sh | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/data/scripts/fetch_selective_search_data.sh b/data/scripts/fetch_selective_search_data.sh index 7f22c55..b9c5603 100644 --- a/data/scripts/fetch_selective_search_data.sh +++ b/data/scripts/fetch_selective_search_data.sh @@ -1,9 +1,10 @@ #!/bin/bash -DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )" +DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )/../" && pwd )" cd $DIR FILE=r-cnn-release1-selective-search.tgz +URL=https://dl.dropboxusercontent.com/s/uf2i1y2oee7c6n1/r-cnn-release1-selective-search.tgz CHECKSUM=6cf6df219c1e514f64482f11d00bd0b4 if [ -f $FILE ]; then @@ -15,16 +16,16 @@ if [ -f $FILE ]; then checksum=`cat $FILE | md5` fi if [ "$checksum" = "$CHECKSUM" ]; then - echo "Model checksum is correct. No need to download." + echo "Checksum is correct. No need to download." exit 0 else - echo "Model checksum is incorrect. Need to download again." + echo "Checksum is incorrect. Need to download again." fi fi echo "Downloading precomputed selective search boxes (1.8G)..." -wget https://dl.dropboxusercontent.com/s/uf2i1y2oee7c6n1/r-cnn-release1-selective-search.tgz +wget $URL -O $FILE echo "Unzipping..." From f70439bcc931eac0c005c5682873ba4d0dd33950 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Mon, 11 Dec 2017 13:27:55 +0800 Subject: [PATCH 37/39] Supplementary details and remove the old things. --- README.md | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 68ebcf2..908077e 100755 --- a/README.md +++ b/README.md @@ -37,8 +37,12 @@ This implementation is built on a *fork* of the OHEM code ([here](https://github ### Installation - -Please follow the exact installation and download the VOC data as the Faster R-CNN Python code ([here](https://github.com/rbgirshick/py-faster-rcnn)). +- Step 1: + Download the selective search data by running script 'data/script/fetch_selective_search_data.sh'. +- Step 2: + Download the caffemodel by running script 'data/script/fetch_imagenet_models.sh'. +- Step 3: + Create the link to VOCdevkit.You can find the details from ['data/README.md'](https://github.com/NB-Dragon/A-Fast-RCNN/blob/master/data/README.md). ### Usage From 0151dc9126f25868d91a1f2db9c0c0c7d753c915 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Mon, 29 Jan 2018 19:39:02 +0800 Subject: [PATCH 38/39] Fix the BUG in Python3 --- lib/pycocotools/coco.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/pycocotools/coco.py b/lib/pycocotools/coco.py index ade1081..d5dc840 100755 --- a/lib/pycocotools/coco.py +++ b/lib/pycocotools/coco.py @@ -55,7 +55,7 @@ import urllib.request, urllib.parse, urllib.error import copy import itertools -import mask +from . import mask import os class COCO: From 401e5fd2cc3b2dfd3017542c4ccb4a7a84c8fa22 Mon Sep 17 00:00:00 2001 From: NB-Dragon <34410109+NB-Dragon@users.noreply.github.com> Date: Mon, 29 Jan 2018 19:39:35 +0800 Subject: [PATCH 39/39] Fix the BUG in Python3 --- lib/pycocotools/cocoeval.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/pycocotools/cocoeval.py b/lib/pycocotools/cocoeval.py index 40abb7c..dcba467 100755 --- a/lib/pycocotools/cocoeval.py +++ b/lib/pycocotools/cocoeval.py @@ -4,7 +4,7 @@ import datetime import time from collections import defaultdict -import mask +from . import mask import copy class COCOeval: @@ -441,4 +441,4 @@ def __init__(self): self.maxDets = [1,10,100] self.areaRng = [ [0**2,1e5**2], [0**2, 32**2], [32**2, 96**2], [96**2, 1e5**2] ] self.useSegm = 0 - self.useCats = 1 \ No newline at end of file + self.useCats = 1