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Update app.py
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app.py
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@@ -1,12 +1,17 @@
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import gradio as gr
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from transformers import pipeline
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# Load your sign language detection model
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model = pipeline("image-classification", model="RavenOnur/Sign-Language")
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def classify_image(image):
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results = model(image)
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return {result['label']: result['score'] for result in results}
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interface.launch(show_error=True)
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import gradio as gr
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from transformers import pipeline
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from PIL import Image
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import io
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# Load your sign language detection model
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model = pipeline("image-classification", model="RavenOnur/Sign-Language")
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def classify_image(image):
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# Ensure the image is in RGB format
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image = image.convert("RGB")
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results = model(image)
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return {result['label']: result['score'] for result in results}
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# Define the Gradio interface
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interface = gr.Interface(fn=classify_image, inputs=gr.Image(type="pil"), outputs="label")
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interface.launch(show_error=True)
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