inigo99 commited on
Commit
bdb0a05
·
1 Parent(s): c250649

Update app.py

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Files changed (1) hide show
  1. app.py +3 -2
app.py CHANGED
@@ -5,8 +5,9 @@ from icevision.all import *
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  # repo_id = "YOUR_USERNAME/YOUR_LEARNER_NAME"
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  repo_id = "inigo99/kangaroo-detector"
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  model = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn(pretrained=True),
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- num_classes=1)
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  state_dict = torch.load("fasterRCNNkangaroo.pth")
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  model.load_state_dict(state_dict)
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@@ -18,5 +19,5 @@ def predict(img):
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  return pred_dict['img']
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  # Creamos la interfaz y la lanzamos.
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- gr.Interface(fn=predict, inputs=gr.inputs.Image(), examples=['00001.jpg','00002.jpg']).launch(share=False)
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  # repo_id = "YOUR_USERNAME/YOUR_LEARNER_NAME"
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  repo_id = "inigo99/kangaroo-detector"
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+ class_map = ClassMap(['kangaroo'])
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  model = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn(pretrained=True),
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+ num_classes=len(class_map))
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  state_dict = torch.load("fasterRCNNkangaroo.pth")
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  model.load_state_dict(state_dict)
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  return pred_dict['img']
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  # Creamos la interfaz y la lanzamos.
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+ gr.Interface(fn=predict, inputs=gr.inputs.Image(size=(256, 256)), examples=['00001.jpg','00002.jpg']).launch(share=False)
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