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Update app.py
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app.py
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@@ -7,7 +7,7 @@ from PIL import Image
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# Load models
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def load_models():
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image_to_text = pipeline("image-to-text", model="Salesforce/blip-image-captioning-base")
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storyteller = pipeline("text-generation", model="
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return image_to_text, storyteller
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# Process image to text
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@@ -17,7 +17,7 @@ def generate_caption(image, image_to_text):
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# Generate a narrative story
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def generate_story(text, storyteller):
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prompt = f"Write a short and
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story = storyteller(prompt, do_sample=True, temperature=0.7, max_new_tokens=300)
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return story[0]["generated_text"] if story else "No story generated."
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@@ -36,6 +36,7 @@ def main():
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uploaded_file = st.file_uploader("Upload an image...", type=["jpg", "png", "jpeg"])
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if uploaded_file is not None:
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image = Image.open(uploaded_file)
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st.image(image, caption="Uploaded Image", use_container_width=True)
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# Load models
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def load_models():
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image_to_text = pipeline("image-to-text", model="Salesforce/blip-image-captioning-base")
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storyteller = pipeline("text-generation", model="tiiuae/falcon-7b-instruct", max_new_tokens=300)
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return image_to_text, storyteller
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# Process image to text
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# Generate a narrative story
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def generate_story(text, storyteller):
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prompt = f"Write a short, engaging, and imaginative story based on this image description: {text}"
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story = storyteller(prompt, do_sample=True, temperature=0.7, max_new_tokens=300)
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return story[0]["generated_text"] if story else "No story generated."
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uploaded_file = st.file_uploader("Upload an image...", type=["jpg", "png", "jpeg"])
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if uploaded_file is not None:
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# Convert uploaded file to a PIL image
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image = Image.open(uploaded_file)
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st.image(image, caption="Uploaded Image", use_container_width=True)
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