metadata

title: Edit Image
emoji: 💻
colorFrom: purple
colorTo: purple
sdk: gradio
sdk_version: 4.26.0
app_file: app.py
pinned: false
license: apache-2.0

Background_editor

#Setting up locally:

git clone the repo and cd into the directory cd Edit_image
install the dependencies using pip install -r requirements.txt
run the app file using gradio app.py

Approach:

Reference: 'https://huggingface.co/docs/diffusers/en/using-diffusers/inpaint'

Model used: runwayml/stable-diffusion-inpainting

Loading the required image
Creating a binary mask for the image
Invert the mask created
Convert the mask into an image to be passes into the model pipline
Pass the inverted mask image into the pipeline along with the prompt

Collab Notebook link (easier and also can use gpu for faster compute) Hosted on hugging face (https://huggingface.co/spaces/sharmaarush/Edit_image) this might take time because running on cpu