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