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| import streamlit as st | |
| from transformers import pipeline | |
| from gtts import gTTS | |
| import os | |
| # function part | |
| # img2text | |
| def img2text(url): | |
| image_to_text_model = pipeline("image-to-text", model="Salesforce/blip-image-captioning-base") | |
| text = image_to_text_model(url)[0]["generated_text"] | |
| return text | |
| # text2story | |
| def text2story(text): | |
| prompt = ( | |
| "Generate a fun, engaging, and kid-friendly story for children aged 3-10. " | |
| "Based on the following scenario, create a simple, imaginative narrative: " + text | |
| ) | |
| story_generator = pipeline("text-generation", model="aspis/gpt2-genre-story-generation") | |
| story_text = story_generator(text, max_length=100, num_return_sequences=1) | |
| return story_text[0]["generated_text"] | |
| # text2audio using gTTS | |
| def text2audio(story_text, filename="output.mp3"): | |
| tts = gTTS(text=story_text, lang='en') | |
| tts.save(filename) | |
| return filename | |
| # Main part | |
| def main(): | |
| st.set_page_config(page_title="Your Image to Audio Story", page_icon="🦜") | |
| st.header("Turn Your Image to Audio Story") | |
| if "scenario" not in st.session_state: | |
| st.session_state.scenario = None | |
| if "story" not in st.session_state: | |
| st.session_state.story = None | |
| if "audio_file" not in st.session_state: | |
| st.session_state.audio_file = None | |
| uploaded_file = st.file_uploader("Select an Image...") | |
| if uploaded_file is not None and st.session_state.scenario is None: | |
| print(uploaded_file) | |
| bytes_data = uploaded_file.getvalue() | |
| with open(uploaded_file.name, "wb") as file: | |
| file.write(bytes_data) | |
| st.image(uploaded_file, caption="Uploaded Image", use_container_width=True) | |
| # Stage 1: Image to Text | |
| st.text('Processing img2text...') | |
| st.session_state.scenario = img2text(uploaded_file.name) | |
| st.write(st.session_state.scenario) | |
| # Stage 2: Text to Story | |
| st.text('Generating a story...') | |
| st.session_state.story = text2story(st.session_state.scenario) | |
| st.write(st.session_state.story) | |
| # Stage 3: Story to Audio File | |
| st.text('Generating audio...') | |
| audio_filename = text2audio(st.session_state.story) | |
| st.session_state.audio_file = audio_filename | |
| elif st.session_state.scenario: | |
| st.image(uploaded_file, caption="Uploaded Image", use_container_width=True) | |
| st.write("Image Caption: ", st.session_state.scenario) | |
| st.write("Generated Story: ", st.session_state.story) | |
| # Play button (No reprocessing) | |
| if st.session_state.audio_file and st.button("Play Audio"): | |
| st.audio(st.session_state.audio_file, format="audio/mp3") | |
| if __name__ == "__main__": | |
| main() | |