magarcd commited on
Commit
8dd5bd6
·
verified ·
1 Parent(s): 2038e95

Update app.py

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Files changed (1) hide show
  1. app.py +2 -3
app.py CHANGED
@@ -21,9 +21,8 @@ valid_tfms = tfms.A.Adapter([*tfms.A.resize_and_pad(size), tfms.A.Normalize()])
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  # backbone = faster_rcnn.backbones.resnet_fpn.resnet18(pretrained=True)
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  # model1 = faster_rcnn.model(backbone=backbone, num_classes=len(class_map))
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  # model1.load_state_dict(torch.load('fasterRCNNFruits.pth', map_location=torch.device('cpu')))
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- model1 = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn(pretrained=True), num_classes=len(class_map))
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- model1 = faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn(pretrained=True), num_classes=len(class_map))
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- state_dict = torch.load('fasterRCNNFruits.pth', map_location=torch.device('cpu'))
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  model1.load_state_dict(state_dict)
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  def show_preds(input_image, display_label, display_bbox, detection_threshold):
 
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  # backbone = faster_rcnn.backbones.resnet_fpn.resnet18(pretrained=True)
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  # model1 = faster_rcnn.model(backbone=backbone, num_classes=len(class_map))
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  # model1.load_state_dict(torch.load('fasterRCNNFruits.pth', map_location=torch.device('cpu')))
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+ model1 = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn(pretrained=True), num_classes=len(class_map)+1)
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+ state_dict = torch.load('fasterRCNN_resnet18_Raccoons.pth', map_location=torch.device('cpu'))
 
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  model1.load_state_dict(state_dict)
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  def show_preds(input_image, display_label, display_bbox, detection_threshold):