Download app.py from ywanguj/sample: direct link, hf CLI and curl.
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https://huggingface.co/spaces/ywanguj/sample/resolve/main/app.py
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hf download hf://spaces/ywanguj/sample/app.py
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curl -L -o app.py https://huggingface.co/spaces/ywanguj/sample/resolve/main/app.py
1.76 kB
| # Import Part | |
| import streamlit as st | |
| import time | |
| from PIL import Image | |
| from transformers import pipeline | |
| # Function Part | |
| def generate_image_caption(image_path): | |
| img2caption = pipeline("image-to-text", model="Salesforce/blip-image-captioning-large") | |
| result = img2caption(image_path) | |
| return result[0]['generated_text'] | |
| def text2story(text): | |
| text2story = pipeline("text-generation", model="pranavpsv/genre-story-generator-v2") | |
| generated_story = text2story(text) | |
| return generated_story[0]['generated_text'] | |
| # Main Part | |
| # App title | |
| st.title("Assignment") | |
| # Write some text | |
| st.write("Welcome to a demo app showcasting basic streamlit component") | |
| # file upload | |
| uploaded_image = st.file_uploader("Upload an image", type=['jpg','jpeg','png'], accept_multiple_files=False, key="file_uploader") | |
| # uploaded_audio = st.file_uploader("Upload an audio file", type = ['mp3','mov','egg']) | |
| if uploaded_image is not None: | |
| with st.spinner("Loading image..."): | |
| time.sleep(1) # Simulate a delay | |
| image = Image.open(uploaded_image) | |
| # st.image(image, caption='Uploaded Image', use_column_width=True) | |
| # Generate caption | |
| caption = generate_image_caption(image) | |
| st.write("Generated Caption:", caption) | |
| # Generate story | |
| if st.button("Generate Story"): | |
| with st.spinner("Generating story..."): | |
| generated_story = text2story(caption) | |
| st.write("Generated Story:", generated_story) | |
| # #Play audio with apinner: | |
| # if uploaded_audio is not None: | |
| # with st.spinner("Loading audio..."): | |
| # time.sleep(1) | |
| # st.audo(uploaded_audio) | |
| # # Button interaction: | |
| # if st.button("Click Me"): | |
| # st.write("you clicked the button!") | |