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import streamlit as st | |
from PIL import Image | |
# import torch | |
# from transformers import AutoImageProcessor, Mask2FormerForUniversalSegmentation | |
# from diffusers import StableDiffusionInpaintPipeline | |
# device = 'cuda' if torch.cuda.is_available() else 'cpu' | |
# seg_processor = AutoImageProcessor.from_pretrained("facebook/mask2former-swin-base-coco-panoptic") | |
# seg_model = Mask2FormerForUniversalSegmentation.from_pretrained("facebook/mask2former-swin-base-coco-panoptic") | |
# # get Stable Diffusion model for image inpainting | |
# pipe = StableDiffusionInpaintPipeline.from_pretrained( | |
# "runwayml/stable-diffusion-inpainting", | |
# torch_dtype=torch.float16, | |
# ).to(device) | |
st.title("Stable Edit - Edit your photos with Stable Diffusion!") | |
# upload image | |
filename = st.file_uploader("upload an image") | |
image = Image.open(filename) | |
st.image(image) | |
# Select Area to edit | |
st.selectbox("Options", ("AutoSegment Area", "Draw Custom Area")) | |
# TEMP - DEMO stuff | |
x = st.slider('Select a value') | |
st.write(x, 'squared is', x * x) | |