Remove Background

😫 The Pain Point

You have 100 product photos with messy backgrounds. Each needs a clean white/transparent background for the website. Photoshop’s magic wand takes 5 minutes per image.

🚀 Agentic Solution

AI-powered background removal that processes entire folders automatically.

Key Features:

• AI Detection: Uses machine learning to detect foreground objects.
• Multiple Outputs: Transparent PNG or white background JPG.
• Batch Processing: Process hundreds of images unattended.

⚔️ Phase 1: Commander (Quick Fix)

For a quick batch.

Prompt:

“I have a folder products with product photos. Write a Python script using rembg to:

1. Remove Background: Process each image to remove background.
2. Output Options:
   • Transparent PNG (default)
   • White background JPG (if --white flag)
3. Error Handling: Skip failed images with warning.
4. Output: Save to no_bg/ folder.

Print progress (e.g., ‘Processed 1/100: product001.jpg’).”

Result: Clean product images ready for any platform.

🏗️ Phase 2: Architect (Permanent Tool)

For E-commerce Teams.

Engineering Prompt:

**Role:** Python Tool Developer
**Task:** Create a "Batch Background Remover".

**Requirements:**
1.  **GUI:**
    *   Select input folder.
    *   Output format: PNG (transparent) / JPG (white bg).
    *   Optional: Custom background color picker.
    *   Progress bar with ETA.

2.  **Logic:**
    *   Use `rembg` library.
    *   Handle large images (resize if >4000px).
    *   Try-except for failed removals.

3.  **Deliverables:**
    *   `remove_bg.py`
    *   `run.bat`, `run.sh`
    *   `requirements.txt` (rembg, pillow)

🧠 Prompt Decoding

• rembg Library: Open-source AI model that runs locally. No API costs, no privacy concerns.

🛠️ Instructions

1. Install rembg: pip install rembg
2. Copy Prompt → Paste → Run.