vision

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import torch
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from torch.utils.mobile_optimizer import optimize_for_mobile
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from torchvision.models.detection import (
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    fasterrcnn_mobilenet_v3_large_320_fpn,
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    FasterRCNN_MobileNet_V3_Large_320_FPN_Weights,
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)
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print(torch.__version__)
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model = fasterrcnn_mobilenet_v3_large_320_fpn(
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    weights=FasterRCNN_MobileNet_V3_Large_320_FPN_Weights.DEFAULT,
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    box_score_thresh=0.7,
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    rpn_post_nms_top_n_test=100,
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    rpn_score_thresh=0.4,
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    rpn_pre_nms_top_n_test=150,
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)
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model.eval()
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script_model = torch.jit.script(model)
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opt_script_model = optimize_for_mobile(script_model)
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opt_script_model.save("VisionTestApp/frcnn_mnetv3.pt")
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