From 3c1b1b1ff916949231919e23e31ffc9699e90a23 Mon Sep 17 00:00:00 2001 From: Arno Candel Date: Wed, 29 Mar 2017 23:28:43 +0000 Subject: [PATCH] Add two new TF deepfeatures+classification/similarity notebooks. --- .../inception_deep_features_classifier.ipynb | 369 ++++++++++++++++++ .../inception_deep_features_similarity.ipynb | 299 ++++++-------- 2 files changed, 485 insertions(+), 183 deletions(-) create mode 100644 examples/deeplearning/notebooks/inception_deep_features_classifier.ipynb diff --git a/examples/deeplearning/notebooks/inception_deep_features_classifier.ipynb b/examples/deeplearning/notebooks/inception_deep_features_classifier.ipynb new file mode 100644 index 000000000000..a18afa267270 --- /dev/null +++ b/examples/deeplearning/notebooks/inception_deep_features_classifier.ipynb @@ -0,0 +1,369 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false, + "deletable": true, + "editable": true, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Checking whether there is an H2O instance running at http://localhost:54321..... not found.\n", + "Attempting to start a local H2O server...\n", + " Java Version: java version \"1.8.0_101\"; Java(TM) SE Runtime Environment (build 1.8.0_101-b13); Java HotSpot(TM) 64-Bit Server VM (build 25.101-b13, mixed mode)\n", + " Starting server from /home/ubuntu/h2o-3/build/h2o.jar\n", + " Ice root: /tmp/tmpmpiQGE\n", + " JVM stdout: /tmp/tmpmpiQGE/h2o_ubuntu_started_from_python.out\n", + " JVM stderr: /tmp/tmpmpiQGE/h2o_ubuntu_started_from_python.err\n", + " Server is running at http://127.0.0.1:54321\n", + "Connecting to H2O server at http://127.0.0.1:54321... successful.\n" + ] + }, + { + "data": { + "text/html": [ + "
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H2O cluster uptime:03 secs
H2O cluster version:3.11.0.99999
H2O cluster version age:22 hours and 40 minutes
H2O cluster name:H2O_from_python_ubuntu_89du55
H2O cluster total nodes:1
H2O cluster free memory:13.33 Gb
H2O cluster total cores:4
H2O cluster allowed cores:4
H2O cluster status:accepting new members, healthy
H2O connection url:http://127.0.0.1:54321
H2O connection proxy:None
H2O internal security:False
Python version:2.7.12 final
" + ], + "text/plain": [ + "-------------------------- ------------------------------\n", + "H2O cluster uptime: 03 secs\n", + "H2O cluster version: 3.11.0.99999\n", + "H2O cluster version age: 22 hours and 40 minutes\n", + "H2O cluster name: H2O_from_python_ubuntu_89du55\n", + "H2O cluster total nodes: 1\n", + "H2O cluster free memory: 13.33 Gb\n", + "H2O cluster total cores: 4\n", + "H2O cluster allowed cores: 4\n", + "H2O cluster status: accepting new members, healthy\n", + "H2O connection url: http://127.0.0.1:54321\n", + "H2O connection proxy:\n", + "H2O internal security: False\n", + "Python version: 2.7.12 final\n", + "-------------------------- ------------------------------" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import sys, os\n", + "import h2o\n", + "from h2o.estimators.deepwater import H2ODeepWaterEstimator\n", + "from h2o.estimators import H2OGeneralizedLinearEstimator\n", + "from requests import get\n", + "import numpy as np\n", + "h2o.init()\n", + "if not H2ODeepWaterEstimator.available(): exit" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false, + "deletable": true, + "editable": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Downloading the model\n", + "Importing the model architecture for scoring in H2O\n", + "Parse progress: |█████████████████████████████████████████████████████████| 100%\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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/home/ubuntu/h2o-3/bigdata/laptop/deepwater/imagenet/cat/102194502_49f003abd9.jpg cat
/home/ubuntu/h2o-3/bigdata/laptop/deepwater/imagenet/cat/11146807_00a5f35255.jpg cat
/home/ubuntu/h2o-3/bigdata/laptop/deepwater/imagenet/cat/1140846215_70e326f868.jpgcat
/home/ubuntu/h2o-3/bigdata/laptop/deepwater/imagenet/cat/114170569_6cbdf4bbdb.jpg cat
/home/ubuntu/h2o-3/bigdata/laptop/deepwater/imagenet/cat/1217664848_de4c7fc296.jpgcat
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "deepwater Model Build progress: |█████████████████████████████████████████| 100%\n" + ] + } + ], + "source": [ + "print(\"Downloading the model\")\n", + "## http://data.dmlc.ml/mxnet/models/imagenet/inception-bn_old.tar.gz\n", + "## !gunzip ...\n", + "\n", + "print(\"Importing the model architecture for scoring in H2O\")\n", + "model = H2ODeepWaterEstimator(epochs=0, ## no training - just load the state - NOTE: training for this 3-class problem wouldn't work since the model has 1k classes\n", + " mini_batch_size=32, ## mini-batch size is used for scoring\n", + " ## all parameters below are needed\n", + " network='user',\n", + " network_definition_file=os.getcwd() + \"/Inception_BN-symbol.json\",\n", + " network_parameters_file=os.getcwd() + \"/Inception_BN-0039.params\",\n", + " mean_image_file= os.getcwd() + \"/mean_224.nd\",\n", + " image_shape=[224,224],\n", + " channels=3\n", + ")\n", + "\n", + "frame = h2o.import_file(\"bigdata/laptop/deepwater/imagenet/cat_dog_mouse.csv\")\n", + "print(frame.head(5))\n", + "nclasses = frame[1].nlevels()[0]\n", + "\n", + "model.train(x=[0],y=1, training_frame=frame) ## must call train() to initialize the model, but it isn't training" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false, + "deletable": true, + "editable": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "deepfeatures progress: |██████████████████████████████████████████████████| 100%\n", + "(267, 1024)\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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0.279196 0.313677 0.236322 0.015547 0.683992 1.06643 0.055313 0.0800715 0.0651653 0.435704 2.43521 0.952599 0.603073 0.10632 0.323405 0.14465 0.133088 0.107424 0.0265638 0.78161 0.2028 0.63762 0.105877 0.229962 0.64219 0.0023134 0.297089 0.608854 0.532365 0.10992 0.291677 0.0837724 0.00405838 0.499638 0.0322244 0.318587 0.775829 0.12271 0.300506 0.103862 0.0432799 0.11394 0.731146 0.330673 0.408719 0.517582 1.51001 0.101083 1.26215 2.5915 1.01875 2.18841 0.414411 0.328375 0 1.22391 1.02748 0.131866 0.287905 0.0468126 0.132779 0.250183 1.59852 0.187457 2.39831e-05 0.796339 2.1617 0.869491 1.13627 0.541417 0.0386291 1.17719 0.561877 0.313347 0.0912182 2.05741 0.902778 0.225295 0.504547 0.0339052 0.0965651 0.0286419 0.320601 0.275377 0.699506 0.344503 0.22273 0.559987 0.36295 0.207333 0.0847466 0.243284 0.0495543 2.42211 1.68931 1.30513 1.02091 0.296041 0.954728 3.89833 1.16124 1.82533 0.0877521 0.364245 0.137682 0.539992 0.586569 0.277454 0.389967 0.189167 0.672771 1.64045 0.0157283 1.05215 0.498317 0.800926 1.26347 0.740585 0.817171 0.210264 1.58293 0.0819437 0 1.73202 1.65262 1.71285 2.28763 0.976888 1.08722 1.03789 0.869824 0.0148238 0.137868 0.293444 0.37432 0.9924 3.21354 1.0174 0.531381 0.30946 1.10249 2.11029 0.0208615 0.90126 0.538788 1.07411 0.732944 1.48451 2.02971 0.40505 0.583712 0.708335 0.599471 0.0157871 3.96611 2.16791 1.4347 0.0112722 0.914691 1.59257 0.322007 1.13234 0.0351356 3.81943 1.27813 1.3632 0.931642 0.0994819 1.24562 0.570774 0.685748 1.47149 1.63411 1.38464 0.351443 1.7807 1.44854 0.480036 0.171892 0.786399 0.157511 1.6222 0.842218 1.32782 1.73238 0.0467577 0.785192 0.943064 0.953832 1.49482 1.34002 0.838362 1.3039 1.60838 1.18036 1.01572 0.0604782 1.94618 0.382247 0.237953 2.11116 1.65383 1.18157 0.945864 1.11407 2.58124 0.428322 2.81176 0.634002 1.07086 1.27461 0.407622 0.970373 2.406 0.234443 2.0304 0.970729 0.0221257 1.66642 0.480858 0.193375 1.32684 0.267179 0.14133 0.162765 0.325756 1.11341 0.505189 0.781766 1.34685 0.82583 0.683145 2.38998 0.550754 0.025169 0.599643 1.71303
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "## Extract deep features from final layer before going into Softmax.\n", + "extracted_features = model.deepfeatures(frame, \"global_pool_output\")\n", + "#extracted_features = model.deepfeatures(frame, \"conv_5b_double_3x3_1_output\")\n", + "\n", + "print(extracted_features.shape)\n", + "print(extracted_features)\n", + "#assert extracted_features.ncol == 1024" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "glm Model Build progress: |███████████████████████████████████████████████| 100%\n" + ] + } + ], + "source": [ + "extracted_features[\"target\"] = frame[\"C2\"]\n", + "train,valid, test = extracted_features.split_frame(ratios=[.7, .15])\n", + "model = H2OGeneralizedLinearEstimator(model_id = \"deep_features_glm\", family = \"multinomial\")\n", + "model.train(y = \"target\", x = [x for x in extracted_features.columns if x != \"target\"], \n", + " training_frame = train, \n", + " validation_frame = valid)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Confusion Matrix: vertical: actual; across: predicted\n", + "\n" + ] + }, + { + "data": { + "text/html": [ + "
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catdogmouseErrorRate
11.01.01.00.15384622 / 13
1.010.00.00.09090911 / 11
0.00.015.00.00 / 15
12.011.016.00.07692313 / 39
" + ], + "text/plain": [ + "cat dog mouse Error Rate\n", + "----- ----- ------- --------- ------\n", + "11 1 1 0.153846 2 / 13\n", + "1 10 0 0.0909091 1 / 11\n", + "0 0 15 0 0 / 15\n", + "12 11 16 0.0769231 3 / 39" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_perf = model.model_performance(test)\n", + "model_perf.confusion_matrix()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0.27333032002769736" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_perf.logloss()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.12" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/examples/deeplearning/notebooks/inception_deep_features_similarity.ipynb b/examples/deeplearning/notebooks/inception_deep_features_similarity.ipynb index fbdafe972459..713163ea2ff4 100644 --- a/examples/deeplearning/notebooks/inception_deep_features_similarity.ipynb +++ b/examples/deeplearning/notebooks/inception_deep_features_similarity.ipynb @@ -2,129 +2,34 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": { "collapsed": false, "deletable": true, "editable": true, "scrolled": true }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Checking whether there is an H2O instance running at http://localhost:54321. connected.\n" - ] - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "
H2O cluster uptime:9 mins 49 secs
H2O cluster version:3.11.0.99999
H2O cluster version age:19 minutes
H2O cluster name:arno
H2O cluster total nodes:1
H2O cluster free memory:12.98 Gb
H2O cluster total cores:12
H2O cluster allowed cores:12
H2O cluster status:locked, healthy
H2O connection url:http://localhost:54321
H2O connection proxy:None
H2O internal security:False
Python version:3.6.0 final
" - ], - "text/plain": [ - "-------------------------- ----------------------\n", - "H2O cluster uptime: 9 mins 49 secs\n", - "H2O cluster version: 3.11.0.99999\n", - "H2O cluster version age: 19 minutes\n", - "H2O cluster name: arno\n", - "H2O cluster total nodes: 1\n", - "H2O cluster free memory: 12.98 Gb\n", - "H2O cluster total cores: 12\n", - "H2O cluster allowed cores: 12\n", - "H2O cluster status: locked, healthy\n", - "H2O connection url: http://localhost:54321\n", - "H2O connection proxy:\n", - "H2O internal security: False\n", - "Python version: 3.6.0 final\n", - "-------------------------- ----------------------" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import sys, os\n", "import h2o\n", "from h2o.estimators.deepwater import H2ODeepWaterEstimator\n", "from requests import get\n", + "from IPython.display import Image, display, HTML\n", + "import numpy as np\n", "h2o.init()\n", "if not H2ODeepWaterEstimator.available(): exit" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": { "collapsed": false, "deletable": true, "editable": true }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Downloading the model\n", - "Importing the model architecture for scoring in H2O\n", - "Parse progress: |█████████████████████████████████████████████████████████| 100%\n" - ] - }, - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "
C1 C2
bigdata/laptop/deepwater/imagenet/cat/102194502_49f003abd9.jpg cat
bigdata/laptop/deepwater/imagenet/cat/11146807_00a5f35255.jpg cat
bigdata/laptop/deepwater/imagenet/cat/1140846215_70e326f868.jpgcat
bigdata/laptop/deepwater/imagenet/cat/114170569_6cbdf4bbdb.jpg cat
bigdata/laptop/deepwater/imagenet/cat/1217664848_de4c7fc296.jpgcat
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "deepwater Model Build progress: |█████████████████████████████████████████| 100%\n" - ] - } - ], + "outputs": [], "source": [ "print(\"Downloading the model\")\n", "## http://data.dmlc.ml/mxnet/models/imagenet/inception-bn_old.tar.gz\n", @@ -151,53 +56,13 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": { "collapsed": false, "deletable": true, "editable": true }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "deepfeatures progress: |██████████████████████████████████████████████████| 100%\n" - ] - }, - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "
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0.360621 1.54019 1.02597 0.238856 0.432316 0.141877 0.402495 0.464443 0.105441 0.787153 0.102254 0.531443 1.39222 0.102671 0.264885 0.186633 1.892 0 0.828788 0.220483 0.997824 0.443561 0.553831 0.0605481 0.665062 1.68263 0.997841 3.21999 1.24695 0.0501562 0.00267785 0.474806 0.971953 0.000454889 0 0.00283001 0.0327955 0.582157 0.281987 0.427671 1.56248 1.56136 0.340542 0.161714 0.140063 0.0413731 0.0614187 0.00557632 0.129545 0.320445 1.16918 1.68112 2.06451 0.174435 0.106225 1.32078 0.0978728 0.387575 0.104558 0.414352 0.710788 1.12652 0.686438 0.0210662 0.180352 0.147746 0.368633 1.18895 0.324531 0.651616 1.20316 0.064276 1.4754 0.179358 0.0619184 0.586754 0.165191 0.256867 0.0935997 1.99897 0.100316 2.10573 0.689594 0.13908 1.73298 0.230671 0.171918 0.363488 0.553812 0.0400496 1.15308 1.28498 0.20447 0.126988 0.883185 0.022275 0.55292 0.926644 0.0147383 0.890748 0.0293744 0.0487912 0.428503 0.244631 0.50127 0.171071 0.361929 0.11582 0.84653 0.273699 0.254324 0.954727 0.145119 0.29529 1.25161 0.0195259 0.203133 0.114186 0.120685 0.525071 0.172451 0.245595 0.106807 0.147199 0.859025 1.75264 0 0.292732 0.201034 1.11145 3.28676 0.65532 3.46626 0.142513 0.352103 0.0161966 0.0485145 0.0880327 0.110351 0.0918489 1.53992 1.32432 0.51235 0.185866 0.247103 0.396061 0.186619 1.0782 0.166075 0.172891 0.0448692 0.0391396 0.511683 0.00380937 0.219205 0.468309 0.757204 0.496414 0.197962 0.945979 0.527767 0.0150635 0.598918 0.391569 0.402858 0.108467 1.90337 0.22517 0.62574 0.291754 0.839818 0.592594 0.15587 0.313111 1.4403 0.111205 0.0511679 0.108947 0.546512 0.18443 0.0450095 2.92194 0.49958 0.117093 0.0352709 1.02977 0.578462 1.31053 0.630303 0.111564 1.13134 0.0871304 0.0491258 1.50587 0.412412 0.0458399 0.303305 0.272507 1.30869 0.333739 0.151798 0.437283 0.67168 0.178193 0.963054 0.196168 0.212308 1.29819 0.12008 0.405059 1.63545 0.547616 0.312751 0.00684956 0.479432 0.243163 0.144964 0.0566716 0 0.732228 0.0528388 1.99716 0.115347 0.520785 0.780071 0.142934 0 0.156641 0.244019 0.258828 1.13594 0.110574 0.230356 0.722023 1.22415 0.0287569 0.0501263 0.00887215 0.0915834 0.0452432 0.978248 0.234409 0 0.14856 0.00827948 0.133666 0.862545 0.0164288 0.392301 0.0225176 0.173367 0.00465058 0.125193 0.346667 0.107338 0.304446 0.338289 0.0632561 0.559189 0.012642 0.0380147 0.0311653 0.00714434 1.02369 0.0514097 0.0730179 0.257601 0.0250452 0.0156433 0.0425176 0 0.350155 0.300615 0.352265 0.180448 0.460866 0.684469 0.00889776 1.03424 0.257178 1.24404 1.30449 0.0528334 1.29962 0.07734 0.0020871 0.209173 0.0510725 0.561198 0.194371 0.526245 0.277582 0.138444 0.285569 0.254322 0.0989491 0.0150071 0.765173 0.187055 2.95679 0.27312 0.18003 0.184027 0.443597 0.826864 0.815916 1.57675 1.53488 0.12723 0.810316 0.00175781 0.0260396 0.0601952 1.02958 0.786206 0.00372279 0.0192877 0.206765 0.0750072 0.22279 0.658101 0.0204988 0.27797 0.116089 0.0847758 0.610513 0.612468 0.234427 0.0710222 0.0822521 0.0116116 0.432509 4.41055e-05 0.00199695 0.133985 0.0913108 0.810172 0.112063 0.666155 0.323322 0 0.0141809 0.19838 0.342143 0.105441 0.0146497 0.815905 0.0837254 0.0132798 0.00864744 1.53396 0.488222 0.0369901 0.110746 0.547945 0.275944 0.0171166 0.729388 0.180915 0.163462 0.00380267 0.0805577 0.455812 0.000277603 0.0121703 0.0766582 0.473338 0.000445357 0.0487275 0.0200676 0.535535 0 0.80249 0.0338582 0.162152 0.342969 0.716224 0.0758917 0.284557 0.541546 0.124817 0.624135 0.177634 0.607903 0.907194 0.0612245 0.136227 0.609868 0 0.251814 0.362493 0.277898 1.20646 0.00273285 0 0.0697499 0.496381 0.32808 0.0680869 0.815925 0.00263167 0.24962 0.00443049 1.0957 0.0187208 0.108736 0.298922 1.44098 0.515094 0.325045 0.7808 0 0.432136 0.343777 0.159182 0.191432 0.371546 0.367826 0.17984 0.493854 0.119306 0.122397 0.234685 0.256807 0.520007 0.359854 0.321936 0.0381974 0.859171 0.551953 1.03089 0.438556 0.184525 0.0469248 0.203238 0.568909 0.506318 0.829591 0.142864 0.268584 0 0.0927484 1.4481 0.583462 1.8431 0.542987 1.26789 0.562226 0.207424 0.222954 0.772942 0.480364 2.14863 0.229518 0.105617 0.514395 0.195612 0.118392 0.2063 0.0395324 0.587929 0.372655 0.444002 0.699176 0.0123288 0.183401 0.0900218 0.0649368 0.284379 0.170193 0.1688 0 0.904051 0.192753 1.31891 0.0320419 0.662896 0.302747 0.222141 0.431668 0.395661 0.0136336 0.283516 0 0.0304228 0.0159029 0 0.351444 0.75268 0.44513 0.772583 0.474083 0.00176099 0.123416 0.163091 0 0.0544288 0.618983 1.33616 0 0.78279 0.262854 0.667972 0.117728 0.0693366 0.607812 0.0233959 0.945644 0.00795428 0.191634 0.0519453 0.377563 0.163421 0.0486216 0.995228 0.847124 0.786634 0.792377 0.920878 0.238232 0.241032 0.0118095 0.0369903 0.606319 0.539336 0.234976 0.463616 0.0203093 1.04182 0.090583 0.00942394 0.144275 1.0409 1.15484 0.0416411 0.0273756 0.0493221 0.0904576 0.523541 0.0423416 0.389617 0.0675735 0.357221 0.290032 0.00145005 0.0820085 0.142646 0.0605022 0.20016 0.396281 0.325975 0.475848 0.211417 1.60997 0.0404918 0.176681 1.09934 0.122114 0.118955 0.649525 0.309568 0.389227 0.800142 0.610538 0.268755 0.94144 1.03049 0.539124 2.00342 0.503292 0.723979 0.141467 0.146647 0.360766 0.584873 0.55967 0.645504 0.0289999 0.0648057 0 1.87914 0.668766 0.711981 0.344791 0.317834 0.182645 0.12656 0.318976 0 0.90954 0.418296 0.158619 0.223819 0.0656504 0.41322 0.142997 0.421827 0.155208 0.028708 1.67023 0.7625 0.0919444 0.373088 1.52587 0.662988 0.178186 0.177437 0.626731 0.691754 1.08433 0.106494 0.73209 0.00217091 0.361035 0.0629571 0.10889 1.52849 0.275499 0.0672188 0.235905 0.615376 0.0546828 1.24325 1.24416 0.115416 0.516431 0.65666 0.0014506 0.909432 0.0339944 0.195238 0.00369682 0.351003 0.114605 0.492073 1.23475 1.14494 0.0645742 1.86222 2.12783 0.220653 0.613612 0.109328 0.273108 1.01324 0.150574 0.616171 0.346672 0.388965 0.0243166 1.20955 2.93831 0.188876 0.413882 0.0971977 0.412926 0.103176 0.673821 1.93592 0.0818376 0.545145 0.628106 0.012509 0.600245 0.159091 1.51653 0.110555 0.028858 1.12347 0.182455 0.156935 1.25743 0.512941 0.355979 2.14535 0.0900692 0.279196 0.313677 0.236322 0.0155471 0.683993 1.06643 0.0553134 0.0800714 0.0651651 0.435703 2.43521 0.952598 0.603073 0.106319 0.323406 0.144649 0.133088 0.107424 0.0265638 0.781611 0.2028 0.637622 0.105877 0.229963 0.642191 0.00231336 0.297088 0.608853 0.532364 0.10992 0.291676 0.0837724 0.00405833 0.499638 0.0322245 0.318587 0.77583 0.122709 0.300507 0.103863 0.04328 0.11394 0.731146 0.330673 0.40872 0.517582 1.51001 0.101083 1.26215 2.5915 1.01875 2.18841 0.414412 0.328377 0 1.22391 1.02748 0.131866 0.287906 0.0468128 0.13278 0.250183 1.59851 0.187457 2.39949e-05 0.796341 2.1617 0.869491 1.13627 0.541417 0.0386288 1.17719 0.561877 0.313347 0.0912184 2.05741 0.902776 0.225294 0.504547 0.0339052 0.0965653 0.028642 0.320602 0.275377 0.699506 0.344503 0.222731 0.559987 0.36295 0.207333 0.0847464 0.243283 0.0495546 2.42211 1.68931 1.30513 1.02091 0.29604 0.954725 3.89833 1.16124 1.82532 0.0877522 0.364245 0.137682 0.539991 0.586569 0.277455 0.389966 0.189167 0.672773 1.64046 0.0157282 1.05215 0.498319 0.800925 1.26347 0.740585 0.817171 0.210264 1.58293 0.0819442 0 1.73202 1.65262 1.71285 2.28763 0.976887 1.08722 1.0379 0.869824 0.014824 0.137868 0.293443 0.374319 0.992402 3.21355 1.0174 0.531382 0.309459 1.10249 2.11029 0.0208615 0.901259 0.538787 1.07411 0.732943 1.48451 2.02971 0.405049 0.583712 0.708336 0.599471 0.0157872 3.9661 2.16791 1.4347 0.011272 0.914691 1.59257 0.322007 1.13234 0.0351354 3.81943 1.27813 1.3632 0.931642 0.0994825 1.24562 0.570775 0.685747 1.4715 1.63411 1.38464 0.351442 1.7807 1.44854 0.480036 0.171892 0.786398 0.157512 1.6222 0.842217 1.32782 1.73238 0.0467575 0.785191 0.943063 0.953832 1.49482 1.34002 0.838363 1.3039 1.60838 1.18036 1.01572 0.0604781 1.94618 0.382248 0.237952 2.11116 1.65383 1.18157 0.945863 1.11407 2.58124 0.428323 2.81176 0.634004 1.07086 1.27461 0.40762 0.970374 2.406 0.234444 2.0304 0.970729 0.022126 1.66642 0.480859 0.193375 1.32684 0.26718 0.14133 0.162766 0.325756 1.11341 0.505189 0.781767 1.34685 0.825831 0.683145 2.38998 0.550753 0.0251688 0.599645 1.71303
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], + "outputs": [], "source": [ "## Extract deep features from final layer before going into Softmax.\n", "extracted_features = model.deepfeatures(frame, \"global_pool_output\")\n", @@ -209,46 +74,13 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": { "collapsed": false, "deletable": true, "editable": true }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "
C1 C2 C3 C4 C5
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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], + "outputs": [], "source": [ "## Find the squared cosine similarity \n", "## between the first 5 images (queries) and the rest (references)\n", @@ -261,25 +93,126 @@ "assert df.shape[0] == 262\n", "assert df.shape[1] == 5" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "img = frame[0,0]\n", + "display(Image(filename=img))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "references = extracted_features[:,:] ## large\n", + "queries = extracted_features[0,:] ## small\n", + "\n", + "df = references.distance(queries, \"cosine\").as_data_frame().values.ravel()\n", + "closest = np.argsort(df)[::-1]\n", + "for indx in closest[:3]:\n", + " img = frame[indx,0]\n", + " display(Image(filename=img))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "indx = 102\n", + "img = frame[indx,0]\n", + "display(Image(filename=img))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "references = extracted_features[:,:] ## large\n", + "queries = extracted_features[indx,:] ## small\n", + "\n", + "df = references.distance(queries, \"cosine\").as_data_frame().values.ravel()\n", + "closest = np.argsort(df)[::-1]\n", + "for indx in closest[:3]:\n", + " img = frame[indx,0]\n", + " display(Image(filename=img))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "indx = 200\n", + "img = frame[indx,0]\n", + "display(Image(filename=img))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "references = extracted_features[:,:] ## large\n", + "queries = extracted_features[indx,:] ## small\n", + "\n", + "df = references.distance(queries, \"cosine\").as_data_frame().values.ravel()\n", + "closest = np.argsort(df)[::-1]\n", + "for indx in closest[:3]:\n", + " img = frame[indx,0]\n", + " display(Image(filename=img))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 2", "language": "python", - "name": "python3" + "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 3 + "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.0" + "pygments_lexer": "ipython2", + "version": "2.7.12" } }, "nbformat": 4,