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"source": [
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"source": [
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"# Download COCO test-dev2017\n",
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"# Download COCO test-dev2017\n",
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"torch.hub.download_url_to_file('https://ultralytics.com/assets/coco2017labels.zip', 'tmp.zip')\n",
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"torch.hub.download_url_to_file('https://ultralytics.com/assets/coco2017labels.zip', 'tmp.zip')\n",
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"!unzip -q tmp.zip -d ../datasets && rm tmp.zip # unzip labels\n",
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"!unzip -q tmp.zip -d ../datasets && rm tmp.zip\n",
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"!f=\"test2017.zip\" && curl http://images.cocodataset.org/zips/$f -o $f && unzip -q $f -d ../datasets/coco/images # 7GB 41k images"
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"!f=\"test2017.zip\" && curl http://images.cocodataset.org/zips/$f -o $f && unzip -q $f -d ../datasets/coco/images"
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],
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],
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"execution_count": null,
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"execution_count": null,
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"outputs": []
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"outputs": []
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"id": "29GJXAP_lPrt"
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"id": "29GJXAP_lPrt"
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},
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},
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"source": [
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"source": [
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"# Run YOLOv5s on COCO test\n",
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"# Run YOLOv5x on COCO test\n",
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"!python val.py --weights yolov5s.pt --data coco.yaml --task test"
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"!python val.py --weights yolov5x.pt --data coco.yaml --img 640 --iou 0.65 --half --task test"
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],
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],
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"execution_count": null,
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"execution_count": null,
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"outputs": []
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"outputs": []
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