Update app.py
Browse files
app.py
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@@ -6,8 +6,7 @@ from torchvision import transforms, models
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from PIL import Image
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import numpy as np
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CLASS_NAMES = ['Cover Drive', 'Pull Shot', 'Cut Shot', 'Straight Drive'] # Update with your actual class names
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# VGG16 Fine-tuned Model Definition
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class VGG16FineTuned(nn.Module):
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@@ -100,7 +99,7 @@ def load_models():
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# Load Custom CNN model
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custom_cnn_model = CricketShotCNN(num_classes=4)
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custom_cnn_model.load_state_dict(torch.load('
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custom_cnn_model.to(device)
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custom_cnn_model.eval()
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from PIL import Image
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import numpy as np
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class_names = ['drive', 'legglance_flick', 'pullshot', 'sweep']
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# VGG16 Fine-tuned Model Definition
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class VGG16FineTuned(nn.Module):
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# Load Custom CNN model
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custom_cnn_model = CricketShotCNN(num_classes=4)
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custom_cnn_model.load_state_dict(torch.load('cricket_model.pth', map_location=device))
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custom_cnn_model.to(device)
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custom_cnn_model.eval()
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