Background Remover Pro

Advanced background removal tool with interactive model selection, built on top of rembg.

Features

Feature	Description
Multi-model support	8 AI models optimized for different content types
Batch processing	Process entire folders at once
Before/After preview	Side-by-side comparison with transparency checker pattern
Alpha matting	Edge refinement for hair and fur details
Format options	PNG (transparent) or WEBP output
Background color	Optional solid color replacement
Session caching	Load model once, process many — no reload delay

Models

Model	Best For	Notes
u2net	General photos	Default, good all-around
u2netp	Low-RAM systems	Lighter, faster, lower quality
u2net_human_seg	Portraits, full body	Human-only segmentation
isnet-general-use	Complex edges	Hair, fur, fine detail
isnet-anime ⭐	Illustrations, game art	Anime, chibi, sticker art
birefnet-general ⭐⭐	Everything	Best quality, handles shadows
birefnet-general-lite	Balanced	Good quality with reasonable speed
sam	Precision work	Meta's SAM — very slow but accurate

Requirements

• Python 3.9+
• rembg (pip install rembg[cpu] or pip install rembg[gpu])
• Pillow
• tkinter (included with Python)

Installation

# Clone the repository
git clone https://github.com/Batuhania/bg-remover-pro.git
cd bg-remover-pro

# Install dependencies
pip install -r requirements.txt

Usage

Windows

Double-click baslat_rembg.bat

Command Line

python rembg_tool.py

Workflow

1. Select images (single or folder)
2. Choose the appropriate model for your content
3. Set output format and optional background color
4. Enable Alpha Matting for edge refinement (optional)
5. Click START and review results in the preview panel

Model Selection Guide

• Regular photos: u2net or isnet-general-use
• Portraits: u2net_human_seg
• Game characters / anime: isnet-anime
• Shadow removal: birefnet-general
• Speed priority: u2netp
• Maximum quality: birefnet-general

Project Structure

bg-remover-pro/
├── rembg_tool.py          # Main application
├── baslat_rembg.bat       # Windows launcher
├── requirements.txt       # Dependencies
└── README.md              # Documentation

License

MIT

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Arka Plan Kaldırıcı Pro (TR)

Etkileşimli model seçimli gelişmiş arka plan kaldırma aracı.

Özellikler

• 8 farklı AI modeli ile içerik tipine göre optimizasyon
• Toplu klasör işleme
• Önce/Sonra önizleme (damalı şeffaflık göstergeli)
• Alpha Matting ile kenar iyileştirme (saç, tüy detayları)
• PNG veya WEBP çıktı formatı
• İsteğe bağlı arka plan rengi

Kurulum

git clone https://github.com/Batuhania/bg-remover-pro.git
cd bg-remover-pro
pip install -r requirements.txt

Kullanım

baslat_rembg.bat çift tıklayın veya:

python rembg_tool.py