| import streamlit as st | |
| from super_image import EdsrModel, ImageLoader | |
| from PIL import Image | |
| st.title('Take your picture to the next level') | |
| col1, col2 = st.columns([3, 1]) | |
| with col1: | |
| file = st.file_uploader('Post your picture') | |
| if file is not None: | |
| image = Image.open(file) | |
| st.image(image) | |
| with col2: | |
| choice = st.selectbox('Scale to', ['x2', 'x3', 'x4']) | |
| model_choice = st.selectbox('Model', ['EDSR', 'PAN', 'CARN']) | |
| st.text(choice) | |
| """ | |
| model = EdsrModel.from_pretrained('eugenesiow/edsr-base', scale=2) | |
| inputs = ImageLoader.load_image(image) | |
| preds = model(inputs) | |
| ImageLoader.save_image(preds, './scaled_2x.png') | |
| ImageLoader.save_compare(inputs, preds, './scaled_2x_compare.png')""" |