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Update app.py
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app.py
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import streamlit as st
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from transformers import pipeline
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from gtts import gTTS
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import os
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def generate_caption(image):
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# Load the image captioning model
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caption_model = pipeline("image-to-text", model="facebook/blip-image-captioning-base")
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# Generate the caption for the uploaded image
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caption = caption_model(image)[0]["generated_text"]
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return caption
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def generate_story(caption):
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# Load the text generation model
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text_generation_model = pipeline("text-generation", model="gpt2")
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# Generate the story based on the caption
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story = text_generation_model(caption, max_length=200, num_return_sequences=1)[0]["generated_text"]
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return story
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def convert_to_audio(story):
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# Convert the story to audio using gTTS
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tts = gTTS(text=story, lang="en")
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tts.save("story_audio.mp3")
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def main():
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st.title("Storytelling Application")
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# File uploader for the image
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uploaded_image = st.file_uploader("Upload an image", type=["jpg", "jpeg", "png"])
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if uploaded_image is not None:
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# Display the uploaded image
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st.image(uploaded_image, caption="Uploaded Image", use_column_width=True)
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# Generate the caption for the image
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caption = generate_caption(uploaded_image)
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st.subheader("Generated Caption:")
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st.write(caption)
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# Generate the story based on the caption
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story = generate_story(caption)
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st.subheader("Generated Story:")
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st.write(story)
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# Convert the story to audio
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convert_to_audio(story)
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# Display the audio player
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audio_file = open("story_audio.mp3", "rb")
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audio_bytes = audio_file.read()
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st.audio(audio_bytes, format="audio/mp3")
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if __name__ == "__main__":
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main()
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