/bg_remove_GUI

Background Removal using GUI

Primary LanguagePython

Background Removal Tool

This project is a GUI application for background removal from images using the Deep Image Segmentation (DIS) model. The application allows users to instantly remove backgrounds from images.

Instantly remove backgrounds from images

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Features

Load Image: Select an image from your file system to be processed.

Remove Background: Automatically removes background from the selected image using the DIS model.

Save Image: Save the processed image with the background removed.

Exit: Exit the application.

Requirements

Python 3.6+
Tkinter
Pillow
NumPy
Torch
torchvision
skimage

Usage

Download DIS model, and place it in "saved_model" folder.

python3 start.py

My LinkedIn

FarazBhatti

Acknowledgment

Highly Accurate Dichotomous Image Segmentation (ECCV 2022