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| # Based on https://huggingface.co/spaces/keras-io/Enhance_Low_Light_Image | |
| import streamlit as st | |
| import os | |
| from datetime import datetime | |
| from PIL import Image, ImageOps | |
| from io import BytesIO | |
| from src.st_style import apply_prod_style | |
| # apply_prod_style(st) # NOTE: Uncomment this for production! | |
| def image_download_button(pil_image, filename: str, fmt: str, label="Download"): | |
| if fmt not in ["jpg", "png"]: | |
| raise Exception(f"Unknown image format (Available: {fmt} - case sensitive)") | |
| pil_format = "JPEG" if fmt == "jpg" else "PNG" | |
| file_format = "jpg" if fmt == "jpg" else "png" | |
| mime = "image/jpeg" if fmt == "jpg" else "image/png" | |
| buf = BytesIO() | |
| pil_image.save(buf, format=pil_format) | |
| return st.download_button( | |
| label=label, | |
| data=buf.getvalue(), | |
| file_name=f'{filename}.{file_format}', | |
| mime=mime, | |
| ) | |
| st.title("Enhance Low Light Photo with AI") | |
| st.image(Image.open("assets/demo.jpg")) | |
| st.write("Image Source: https://www.deviantart.com/dimelotu/art/Emily-s-Room-Lights-Off-561386750") | |
| st.write( | |
| """ | |
| You have a low light photo, and you want to make it clearer and brighter? | |
| Let's enhance them using AI. **Upload the photo then click "Enhance".** | |
| """ | |
| ) | |
| uploaded_file = st.file_uploader( | |
| label="Upload your photo here", | |
| accept_multiple_files=False, | |
| type=["png", "jpg", "jpeg"], | |
| ) | |
| if uploaded_file is not None: | |
| with st.expander("Original photo", expanded=True): | |
| if uploaded_file is not None: | |
| st.image(uploaded_file) | |
| else: | |
| st.warning("You haven't uploaded any photo yet") | |
| if st.button("Enhance") and uploaded_file is not None: | |
| img_input = Image.open(uploaded_file).convert("RGB") | |
| with st.spinner("AI is doing the magic"): | |
| img_output = ImageOps.autocontrast(img_input, 3) | |
| with st.expander("Success!", expanded=True): | |
| st.image(img_output) | |
| uploaded_name = os.path.splitext(uploaded_file.name)[0] | |
| image_download_button( | |
| pil_image=img_output, | |
| filename=uploaded_name, | |
| fmt="jpg", | |
| label="Download Image", | |
| ) |