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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", | |
) |