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Update app.py
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app.py
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@@ -99,7 +99,7 @@ model.to(device)
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# Tokenizer and Feature Extractor
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tokenizer = T5Tokenizer.from_pretrained('t5-base')
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feature_extractor =
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# Define the image preprocessing
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transform = transforms.Compose([
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@@ -140,7 +140,7 @@ sample_images = [
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# Define Gradio interface
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interface = gr.Interface(
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fn=generate_caption,
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inputs=gr.
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outputs='text',
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examples=sample_images,
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title="Image Captioning Model",
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# Tokenizer and Feature Extractor
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tokenizer = T5Tokenizer.from_pretrained('t5-base')
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feature_extractor = ViTImageProcessor.from_pretrained('google/vit-base-patch16-224-in21k')
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# Define the image preprocessing
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transform = transforms.Compose([
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# Define Gradio interface
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interface = gr.Interface(
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fn=generate_caption,
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inputs=gr.Image(source="upload", tool='editor', type="numpy", label="Upload an image or take a photo"),
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outputs='text',
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examples=sample_images,
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title="Image Captioning Model",
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