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Tflite validation #438

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merged 10 commits into from
Dec 10, 2023
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IgorKonovalovAleks
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docker/TensorFlowLite/Dockerfile Outdated Show resolved Hide resolved
googlenet-v3|Mean: [123.675,116.28,103.53].<br>Input scale: [58.395,57.12,57.375].|-|
googlenet-v1-tf|Mean: [127.5, 127.5, 127.5].<br>Input scale: [127.5].|0.6735930 Granny Smith<br>0.0737855 piggy bank, penny bank<br>0.0155380 vase<br>0.0154004 pitcher, ewer<br>0.0136552 saltshaker, salt shaker|
googlenet-v2-tf|Mean: [127.5, 127.5, 127.5].<br>Input scale: [127.5].|0.9849940 Granny Smith<br>0.0010004 lemon<br>0.0009706 pomegranate<br>0.0006835 tennis ball<br>0.0006694 banana|
googlenet-v3|Mean: [127.5, 127.5, 127.5].<br>Input scale: [127.5].|0.9867674 Granny Smith<br> 0.0008529 bikini, two-piece<br>0.0005354 piggy bank, penny bank<br>0.0003701 pomegranate<br>0.0001682 pool table, billiard table, snooker table|
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Посмотрела таблицу валидации results/validation/validation_results_openvino_public_models.md, там при выводе получаются совсем иные результаты. Посмотрите, пожалуйста. Имеет смысл исходную модель средствами inference_tensorflow.py и inference_openvino_sync_mode.py, возможно была ошибка при запуске OpenVINO и надо будет поправить результаты валидации данной модели там.

googlenet-v3|Mean: [123.675,116.28,103.53].<br>Input scale: [58.395,57.12,57.375].|-|
googlenet-v1-tf|Mean: [127.5, 127.5, 127.5].<br>Input scale: [127.5].|0.7443183 junco, snowbird<br>0.0474523 brambling, Fringilla montifringilla<br>0.0457429 chickadee<br>0.0213391 goldfinch, Carduelis carduelis<br>0.0085102 house finch, linnet, Carpodacus mexicanus|
googlenet-v2-tf|Mean: [127.5, 127.5, 127.5].<br>Input scale: [127.5].|0.9265908 junco, snowbird<br>0.0166747 brambling, Fringilla montifringilla<br>0.0058714 chickadee<br>0.0026126 water ouzel, dipper<br>0.0022344 indigo bunting, indigo finch, indigo bird, Passerina cyanea|
googlenet-v3|Mean: [127.5, 127.5, 127.5].<br>Input scale: [127.5].|0.9488292 junco, snowbird<br>0.0005887 water ouzel, dipper<br>0.0004797 iron, smoothing iron<br>0.0003071 indigo bunting, indigo finch, indigo bird, Passerina cyanea<br>0.0002692 cleaver, meat cleaver, chopper|
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Аналогичный вопрос.

densenet-121| Mean: [123.675,116.28,103.53].<br>Input scale: [58.395,57.12,57.375].| 0.3022473 liner, ocean liner<br>0.1322417 breakwater, groin, groyne, mole, bulwark, seawall, jetty<br>0.1194588 container ship, containership, container vessel<br>0.0795097 drilling platform, offshore rig<br>0.0723070 dock, dockage, docking facility|
googlenet-v1-tf| Mean: [127.5, 127.5, 127.5].<br>Input scale: [127.5].|0.1235979 breakwater, groin, groyne, mole, bulwark, seawall, jetty<br> 0.1017586 liner, ocean liner<br>0.0949444 drilling platform, offshore rig<br>0.0817947 container ship, containership, container vessel<br>0.0486889 fireboat|
googlenet-v2-tf| Mean: [127.5, 127.5, 127.5].<br>Input scale: [127.5].|0.2662660 container ship, containership, container vessel<br>0.0966037 dock, dockage, docking facility<br> 0.0876837 breakwater, groin, groyne, mole, bulwark, seawall, jetty<br>0.0488674 beacon, lighthouse, beacon light, pharos<br>0.0343599 drilling platform, offshore rig|
googlenet-v3| Mean: [127.5, 127.5, 127.5].<br>Input scale: [127.5].|0.4653829 beacon, lighthouse, beacon light, pharos<br>0.3437532 breakwater, groin, groyne, mole, bulwark, seawall, jetty<br>0.0512180 submarine, pigboat, sub, U-boat<br>0.0174647 liner, ocean liner<br>0.0134649 lifeboat|
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Аналогичный вопрос по результатам этой модели.

@valentina-kustikova
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Создана Issue#456 касательно вопроса несовпадения результатов.

@valentina-kustikova
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@FenixFly, посмотри, пожалуйста, и если все нормально, то залей в основную ветку. Спасибо!

@FenixFly FenixFly merged commit 31c45e2 into itlab-vision:master Dec 10, 2023
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ismukhin pushed a commit to ismukhin/dl-benchmark that referenced this pull request Dec 23, 2023
ismukhin added a commit to ismukhin/dl-benchmark that referenced this pull request Dec 23, 2023
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3 participants