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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

alt text

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

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Background Removal using GUI

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