├── .ipynb_checkpoints └── demo-python-image-similarity-checkpoint.ipynb ├── README.md ├── demo-python-image-similarity.ipynb └── image ├── doraemon ├── image-001.jpg ├── image-002.jpg ├── image-003.png ├── image-004.png ├── image-005.jpg ├── image-006.jpeg ├── image-007.jpg ├── image-008.jpeg ├── image-009.png ├── image-010.jpg ├── image-011.jpg ├── image-012.jpg ├── image-013.jpg ├── image-014.jpeg ├── image-015.jpg ├── image-016.png ├── image-017.png ├── image-018.jpg ├── image-019.jpg ├── image-020.jpg ├── image-021.jpg ├── image-022.jpg ├── image-023.jpg ├── image-024.png ├── image-025.jpeg ├── image-026.jpg ├── image-027.jpg ├── image-028.jpeg ├── image-029.png ├── image-030.png ├── image-031.jpeg ├── image-032.jpg ├── image-033.jpeg ├── image-034.png ├── image-035.jpg ├── image-036.jpg ├── image-037.jpg ├── image-038.jpg ├── image-039.png ├── image-040.jpg ├── image-041.jpg ├── image-042.jpg ├── image-043.jpg ├── image-044.jpeg ├── image-045.png ├── image-046.jpeg ├── image-047.jpg ├── image-048.jpg ├── image-049.jpeg ├── image-050.jpg ├── image-051.jpg ├── image-052.jpg ├── image-053.jpg ├── image-054.jpg ├── image-055.jpg ├── image-056.png ├── image-057.jpg ├── image-058.jpg ├── image-059.jpeg ├── image-060.jpg ├── image-061.jpg ├── image-062.jpg ├── image-063.png ├── image-064.png ├── image-065.png ├── image-066.jpg ├── image-067.jpg ├── image-068.jpg ├── image-069.jpeg ├── image-070.png ├── image-071.jpg ├── image-072.jpg ├── image-073.png ├── image-074.png ├── image-075.png ├── image-076.png ├── image-077.jpg ├── image-078.jpg ├── image-079.jpg ├── image-080.jpeg ├── image-081.png ├── image-082.jpg ├── image-083.png ├── image-084.png ├── image-085.jpeg ├── image-086.jpg ├── image-087.jpg ├── image-088.jpg ├── image-089.jpg ├── image-090.jpg ├── image-091.jpg ├── image-092.jpg ├── image-093.png ├── image-094.jpg ├── image-095.jpg ├── image-096.jpg ├── image-097.jpg ├── image-098.jpg ├── image-099.jpg ├── image-100.png ├── image-101.png ├── image-102.jpeg ├── image-103.jpeg ├── image-104.jpeg ├── image-105.jpeg ├── image-106.jpeg ├── image-107.jpg ├── image-108.png ├── image-109.png ├── image-110.jpeg ├── image-111.jpg ├── image-112.jpeg ├── image-113.jpeg ├── image-114.jpeg ├── image-115.png ├── image-116.png ├── image-117.jpg ├── image-118.png └── image-119.png └── walle ├── image-001.jpeg ├── image-002.jpg ├── image-003.jpg ├── image-004.jpg ├── image-005.jpeg ├── image-006.jpeg ├── image-007.jpeg ├── image-008.jpg ├── image-009.jpg ├── image-010.jpg ├── image-011.jpeg ├── image-012.jpg ├── image-013.jpg ├── image-014.jpeg ├── image-015.jpeg ├── image-016.jpeg ├── image-017.jpeg ├── image-018.jpg ├── image-019.jpg ├── image-020.jpg ├── image-021.jpeg ├── image-022.jpeg ├── image-023.jpg ├── image-024.jpg ├── image-025.jpg ├── image-026.jpg ├── image-027.jpg ├── image-028.jpg ├── image-029.jpg ├── image-030.jpg ├── image-031.jpg ├── image-032.jpg ├── image-033.jpg ├── image-034.jpg ├── image-035.png ├── image-036.png ├── image-037.jpg ├── image-038.jpg ├── image-039.jpg ├── image-040.jpg ├── image-041.jpeg ├── image-042.png ├── image-043.jpeg ├── image-044.jpg ├── image-045.jpg ├── image-046.jpg ├── image-047.jpg ├── image-048.jpg ├── image-049.jpg ├── image-050.jpg ├── image-051.jpg ├── image-052.jpg ├── image-053.jpg ├── image-054.jpg ├── image-055.jpeg ├── image-056.jpeg ├── image-057.jpeg ├── image-058.jpeg ├── image-059.jpeg ├── image-060.png ├── image-061.jpg ├── image-062.jpg ├── image-063.jpg ├── image-064.jpg ├── image-065.jpg ├── image-066.png ├── image-067.png ├── image-068.jpeg ├── image-069.jpeg ├── image-070.jpg ├── image-071.jpg ├── image-072.jpeg ├── image-073.jpg ├── image-074.jpeg ├── image-075.jpeg ├── image-076.jpeg ├── image-077.jpeg ├── image-078.jpeg ├── image-079.jpg └── image-080.jpg /.ipynb_checkpoints/demo-python-image-similarity-checkpoint.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": null, 6 | "metadata": { 7 | "collapsed": true 8 | }, 9 | "outputs": [], 10 | "source": [ 11 | "import turicreate as tc" 12 | ] 13 | }, 14 | { 15 | "cell_type": "code", 16 | "execution_count": null, 17 | "metadata": {}, 18 | "outputs": [], 19 | "source": [ 20 | "data = tc.image_analysis.load_images('./image/')" 21 | ] 22 | }, 23 | { 24 | "cell_type": "code", 25 | "execution_count": null, 26 | "metadata": {}, 27 | "outputs": [], 28 | "source": [ 29 | "data" 30 | ] 31 | }, 32 | { 33 | "cell_type": "code", 34 | "execution_count": null, 35 | "metadata": { 36 | "collapsed": true 37 | }, 38 | "outputs": [], 39 | "source": [ 40 | "data = data.add_row_number()" 41 | ] 42 | }, 43 | { 44 | "cell_type": "code", 45 | "execution_count": null, 46 | "metadata": {}, 47 | "outputs": [], 48 | "source": [ 49 | "data" 50 | ] 51 | }, 52 | { 53 | "cell_type": "code", 54 | "execution_count": null, 55 | "metadata": {}, 56 | "outputs": [], 57 | "source": [ 58 | "data.explore()" 59 | ] 60 | }, 61 | { 62 | "cell_type": "code", 63 | "execution_count": null, 64 | "metadata": {}, 65 | "outputs": [], 66 | "source": [ 67 | "model = tc.image_similarity.create(data)" 68 | ] 69 | }, 70 | { 71 | "cell_type": "code", 72 | "execution_count": null, 73 | "metadata": { 74 | "collapsed": true 75 | }, 76 | "outputs": [], 77 | "source": [ 78 | "tc.Image(data[0]['path']).show()" 79 | ] 80 | }, 81 | { 82 | "cell_type": "code", 83 | "execution_count": null, 84 | "metadata": {}, 85 | "outputs": [], 86 | "source": [ 87 | "similar_images = model.query(data[0:1], k=10)" 88 | ] 89 | }, 90 | { 91 | "cell_type": "code", 92 | "execution_count": null, 93 | "metadata": {}, 94 | "outputs": [], 95 | "source": [ 96 | "similar_images" 97 | ] 98 | }, 99 | { 100 | "cell_type": "code", 101 | "execution_count": null, 102 | "metadata": { 103 | "collapsed": true 104 | }, 105 | "outputs": [], 106 | "source": [ 107 | "similar_image_index = similar_images['reference_label'][1:]" 108 | ] 109 | }, 110 | { 111 | "cell_type": "code", 112 | "execution_count": null, 113 | "metadata": {}, 114 | "outputs": [], 115 | "source": [ 116 | "similar_image_index" 117 | ] 118 | }, 119 | { 120 | "cell_type": "code", 121 | "execution_count": null, 122 | "metadata": {}, 123 | "outputs": [], 124 | "source": [ 125 | "filtered_index = data['id'].apply(lambda x : x in similar_image_index)" 126 | ] 127 | }, 128 | { 129 | "cell_type": "code", 130 | "execution_count": null, 131 | "metadata": {}, 132 | "outputs": [], 133 | "source": [ 134 | "filtered_index" 135 | ] 136 | }, 137 | { 138 | "cell_type": "code", 139 | "execution_count": null, 140 | "metadata": {}, 141 | "outputs": [], 142 | "source": [ 143 | "data[filtered_index].explore()" 144 | ] 145 | }, 146 | { 147 | "cell_type": "code", 148 | "execution_count": null, 149 | "metadata": { 150 | "collapsed": true 151 | }, 152 | "outputs": [], 153 | "source": [] 154 | } 155 | ], 156 | "metadata": { 157 | "kernelspec": { 158 | "display_name": "Python 2", 159 | "language": "python", 160 | "name": "python2" 161 | }, 162 | "language_info": { 163 | "codemirror_mode": { 164 | "name": "ipython", 165 | "version": 2 166 | }, 167 | "file_extension": ".py", 168 | "mimetype": "text/x-python", 169 | "name": "python", 170 | "nbconvert_exporter": "python", 171 | "pygments_lexer": "ipython2", 172 | "version": "2.7.13" 173 | } 174 | }, 175 | "nbformat": 4, 176 | "nbformat_minor": 2 177 | } 178 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # demo-python-image-similarity -------------------------------------------------------------------------------- /demo-python-image-similarity.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": null, 6 | "metadata": { 7 | "collapsed": true 8 | }, 9 | "outputs": [], 10 | "source": [ 11 | "import turicreate as tc" 12 | ] 13 | }, 14 | { 15 | "cell_type": "code", 16 | "execution_count": null, 17 | "metadata": {}, 18 | "outputs": [], 19 | "source": [ 20 | "data = tc.image_analysis.load_images('./image/')" 21 | ] 22 | }, 23 | { 24 | "cell_type": "code", 25 | "execution_count": null, 26 | "metadata": {}, 27 | "outputs": [], 28 | "source": [ 29 | "data" 30 | ] 31 | }, 32 | { 33 | "cell_type": "code", 34 | "execution_count": null, 35 | "metadata": { 36 | "collapsed": true 37 | }, 38 | "outputs": [], 39 | "source": [ 40 | "data = data.add_row_number()" 41 | ] 42 | }, 43 | { 44 | "cell_type": "code", 45 | "execution_count": null, 46 | "metadata": {}, 47 | "outputs": [], 48 | "source": [ 49 | "data" 50 | ] 51 | }, 52 | { 53 | "cell_type": "code", 54 | "execution_count": null, 55 | "metadata": {}, 56 | "outputs": [], 57 | "source": [ 58 | "data.explore()" 59 | ] 60 | }, 61 | { 62 | "cell_type": "code", 63 | "execution_count": null, 64 | "metadata": {}, 65 | "outputs": [], 66 | "source": [ 67 | "model = tc.image_similarity.create(data)" 68 | ] 69 | }, 70 | { 71 | "cell_type": "code", 72 | "execution_count": null, 73 | "metadata": { 74 | "collapsed": true 75 | }, 76 | "outputs": [], 77 | "source": [ 78 | "tc.Image(data[0]['path']).show()" 79 | ] 80 | }, 81 | { 82 | "cell_type": "code", 83 | "execution_count": null, 84 | "metadata": {}, 85 | "outputs": [], 86 | "source": [ 87 | "similar_images = model.query(data[0:1], k=10)" 88 | ] 89 | }, 90 | { 91 | "cell_type": "code", 92 | "execution_count": null, 93 | "metadata": {}, 94 | "outputs": [], 95 | "source": [ 96 | "similar_images" 97 | ] 98 | }, 99 | { 100 | "cell_type": "code", 101 | "execution_count": null, 102 | "metadata": { 103 | "collapsed": true 104 | }, 105 | "outputs": [], 106 | "source": [ 107 | "similar_image_index = similar_images['reference_label'][1:]" 108 | ] 109 | }, 110 | { 111 | "cell_type": "code", 112 | "execution_count": null, 113 | "metadata": {}, 114 | "outputs": [], 115 | "source": [ 116 | "similar_image_index" 117 | ] 118 | }, 119 | { 120 | "cell_type": "code", 121 | "execution_count": null, 122 | "metadata": {}, 123 | "outputs": [], 124 | "source": [ 125 | "filtered_index = data['id'].apply(lambda x : x in similar_image_index)" 126 | ] 127 | }, 128 | { 129 | "cell_type": "code", 130 | "execution_count": null, 131 | "metadata": {}, 132 | "outputs": [], 133 | "source": [ 134 | "filtered_index" 135 | ] 136 | }, 137 | { 138 | "cell_type": "code", 139 | "execution_count": null, 140 | "metadata": {}, 141 | "outputs": [], 142 | "source": [ 143 | "data[filtered_index].explore()" 144 | ] 145 | }, 146 | { 147 | "cell_type": "code", 148 | "execution_count": null, 149 | "metadata": { 150 | "collapsed": true 151 | }, 152 | "outputs": [], 153 | "source": [] 154 | } 155 | ], 156 | "metadata": { 157 | "kernelspec": { 158 | "display_name": "Python 2", 159 | "language": "python", 160 | "name": "python2" 161 | }, 162 | "language_info": { 163 | "codemirror_mode": { 164 | "name": 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