Pre-trained data set test & misc. questions

[AlmasM]

Hi,

I followed the installation instructions and wanted to test the pre-trained data set you provided. However, when I run the python code, I get the following error:

(cv) amyrzat@ainos03:~/face-py-faster-rcnn-master/tools$  python run_face_detection_on_fddb.py --gpu=0
Traceback (most recent call last):
  File "run_face_detection_on_fddb.py", line 4, in <module>
    from fast_rcnn.test import im_detect
  File "/home/amyrzat/face-py-faster-rcnn-master/tools/../lib/fast_rcnn/test.py", line 17, in <module>
    from fast_rcnn.nms_wrapper import nms
  File "/home/amyrzat/face-py-faster-rcnn-master/tools/../lib/fast_rcnn/nms_wrapper.py", line 9, in <module>
    from nms.gpu_nms import gpu_nms
ImportError: No module named gpu_nms

Also, on Friday I deleted the repository and tried to re download it again with the command you provided, but I got the following error:

git clone --recursive git@github.com:playerkk/face-py-faster-rcnn.git
Cloning into 'face-py-faster-rcnn'...
Permission denied (publickey).
fatal: Could not read from remote repository.

Please make sure you have the correct access rights
and the repository exists.

When I downloaded your repository couple weeks ago, the command worked, but now it doesn't.

Also, I realized that in the file run_face_detection_on_fddb.py you are using FDDB to test the data, but your Readme file doesn't instruct to download it.

I am new to this, so if there is anything I am missing, please let me know.

Thank you in advance.

[playerkk]

1. you have to cd to $FRCN/lib and then run "make" in the terminal. (step 3 of the installation section)
2. If you can't download the repository, I think it might be due to the setting of your git (eg, ssh key).
3. You can find more information of FDDB here http://vis-www.cs.umass.edu/fddb/

[AlmasM]

Thank you! I was able to fix and successfully install everything.

Now, however, whenever I run python code, I get the following error.

(cv) amyrzat@ainos03:~/rcnn/face-py-faster-rcnn-master/tools$ python run_face_detection_on_fddb.py --gpu=0
Traceback (most recent call last):
  File "run_face_detection_on_fddb.py", line 104, in <module>
    net = caffe.Net(prototxt, caffemodel, caffe.TEST)
RuntimeError: Could not open file models/face/VGG16/faster_rcnn_end2end/test.prototxt

[playerkk]

You need to run the code in the root directory of the repository, like
python ./tools/run_face_detection_on_fddb.py --gpu=0

[AlmasM]

Thank you very much!

So, when I run command, this is what I get: python ./tools/run_face_detection_on_fddb.py --gpu=0

Loaded network /home/amyrzat/output/vgg16_faster_rcnn_iter_80000.caffemodel
F0228 15:46:41.819329  5875 syncedmem.cpp:56] Check failed: error == cudaSuccess (2 vs. 0)  out of memory
*** Check failure stack trace: ***
Aborted (core dumped)

But if I do the following command, the program runs.
python ./tools/run_face_detection_on_fddb.py --gpu=1

However, I also get the following result. I looked online, and I found that I might be naming my files wrong and the program can't find it. I double checked run_face_detection_on_fddb.py to see if it access right directories, but I couldn't fix it.

File "./tools/run_face_detection_on_fddb.py", line 146, in <module>
  scores, boxes = im_detect(net, im)
File "/home/amyrzat/rcnn/face-py-faster-rcnn-master/tools/../lib/fast_rcnn/test.py", line 121, in im_detect
  blobs, im_scales = _get_blobs(im, boxes)
File "/home/amyrzat/rcnn/face-py-faster-rcnn-master/tools/../lib/fast_rcnn/test.py", line 103, in _get_blobs
  blobs['data'], im_scale_factors = _get_image_blob(im)
File "/home/amyrzat/rcnn/face-py-faster-rcnn-master/tools/../lib/fast_rcnn/test.py", line 33, in _get_image_blob
  im_orig = im.astype(np.float32, copy=True)
AttributeError: 'NoneType' object has no attribute 'astype'

Thank you once again.

[AlmasM]

I deleted and re-downloaded FDDB. It worked. Thank you for all of your help!