Image Remove Background

Image Remove Background (rembg)

Remove image backgrounds with AI matting via rembg. Output is RGBA PNG with transparent background — ready for Godot sprites and UI.

Rules

When this skill applies, read and follow skill-dependency-manager — run scripts as documented, install missing tools into .dependency/.

• Run remove_background.py through the rembg manifest entry (.dependency/rembg/.venv/). Never use host python, py, python3, or any interpreter outside .dependency/.
• Do not hand-write rembg i / rembg p — use the bundled script.
• Single file only. Pass one image with --image; directories are not supported.
• populated: false for rembg is not a reason to skip. Install first, set populated: true, retry the same command.
• Pass the input path as-is (chat attachment path, Downloads/foo.png, project folder, etc.). Output goes to <image-dir>/image-remove-background/ by default — no path rewriting.
• Never overwrite source files. Output lands in image-remove-background/ or --output.

Setup (first run)

From project root:

.dependency/python/python -m venv .dependency/rembg/.venv
.dependency/rembg/.venv/Scripts/python.exe -m pip install "rembg[cpu]"

GPU (CUDA) — faster processing:

.dependency/rembg/.venv/Scripts/python.exe -m pip install "rembg[gpu]"

Register in .dependency/manifest.json:

"rembg": {
  "populated": true,
  "bin": ".dependency/rembg/.venv/Scripts/python.exe"
}

Use bin/python on Unix. Model weights download on first run (~hundreds of MB).

Quick Start

Default: create an image-remove-background/ folder beside the input file and write the PNG there (never overwrites sources):

# image/sprites/hero.png → image/sprites/image-remove-background/hero.png
.dependency/rembg/.venv/Scripts/python.exe .ai/image-remove-background/remove_background.py --image image/sprites/hero.png

Custom output path:

.dependency/rembg/.venv/Scripts/python.exe .ai/image-remove-background/remove_background.py --image image/sprites/hero.png -o image/sprites/hero_cutout

Model selection

.dependency/rembg/.venv/Scripts/python.exe .ai/image-remove-background/remove_background.py --image image/character.png --model birefnet-portrait

Edge quality (alpha matting)

For hair, fur, or soft edges, enable alpha matting:

.dependency/rembg/.venv/Scripts/python.exe .ai/image-remove-background/remove_background.py --image image/portrait.png --alpha-matting

Defaults

Supported inputs: .png, .jpg, .jpeg, .webp, .gif, .bmp, .tif, .tiff, .avif, .ico.

Agent Workflow

1. Paths — Pass whatever image path the user gives or the chat <image_files> path directly. Output lands in image-remove-background/ next to that file by default.
2. One file per run — process one image, verify the result, then repeat for additional files if needed.
3. Pick model — u2net for generic assets; birefnet-portrait for characters; birefnet-general when quality matters.
4. Soft edges — try --alpha-matting if halos or jagged hair/fur appear.
5. Already transparent — script still runs; rembg re-mats from visible RGB. Warn user if source already has alpha.
6. Revert — delete output file or git restore if needed; sources are never modified.

Agent Notes

1. Use the bundled script, not hand-written rembg CLI commands.
2. Missing rembg venv → populate .dependency/ per skill-dependency-manager, retry same command.
3. Do not copy, move, or replace the source with cutout output — tell the user where the output file is.
4. Flat white/green/magenta AI backgrounds → prefer image-remove-white-background over rembg.
5. Need trim borders after matting → image-trim.

Troubleshooting

CLI

Copy-paste commands: cli/image-remove-background.md

Related

• Flat white/green/magenta AI backgrounds: image-remove-white-background (prefer over rembg)
• rembg docs: https://github.com/danielgatis/rembg