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| 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: | |
| 1. git clone the repo and cd into the directory ` cd Edit_image` | |
| 2. install the dependencies using ` pip install -r requirements.txt` | |
| 3. 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` | |
| 1. Loading the required image | |
| 2. Creating a binary mask for the image | |
| 3. Invert the mask created | |
| 4. Convert the mask into an image to be passes into the model pipline | |
| 5. 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 | |