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JaiSurya/cut-out

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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App README

Cut Out

Python

Cut out is a image segmentation implementation project that allows users to upload an image, select a region of interest and generate a cutout image with the selected region. In this project, I used Meta's Segment Anything Model which is state of the art deep learning model in the image segmentation task. To try the demo visit [here](). To try the Meta's demo try here.

Demo

https://github.com/user-attachments/assets/98ee0372-a640-419a-8580-1ebf100566ad

Tech Stack

  1. 1.Python
  2. 2.Flask
  3. 3.Numpy
  4. 4.Pillow
  5. 5.Ultralytics
  6. 6.Torch
  7. 7.Torchvision
  8. 8.Werkzeug

Installation

Github

You can clone this repository by

bash
$ git clone https://github.com/jaisuryaprabu/cut-out.git
$ cd cut-out

Create the virtual environment

bash
$ python -m venv <your_venv_name>
$ .venv/Scripts/activate.ps1 <or> source .venv/Scripts/activate

Export the FLASK_APP

Enter this command

bash
$ export FLASK_APP=main.py

Run the app

bash
$ python -m gevent.pywsgi -b 0.0.0.0:7860 main:app

Contribution

Contributions are warmly welcomed 🤗 To contribute :

  1. 1.Fork this repository
  2. 2.Make your changes and commit them
  3. 3.Explain about the new feature or improvements
  4. 4.Open a pull request with a description of your changes

Future Works

  • —[ ] Video segmentation