Agent Skills
› NeverSight/learn-skills.dev
› background-removal
background-removal
GitHub通过 CLI 使用 BiRefNet 或 Reve 模型移除图像背景，生成透明 PNG。适用于电商产品图、人像及营销素材编辑，支持直接替换背景。
Trigger Scenarios
remove background
background removal
remove bg
transparent background
cut out image
background remover
rembg
product photo editing
cutout
transparent png
bg removal
photo cutout
Install
npx skills add NeverSight/learn-skills.dev --skill background-removal -g -y
SKILL.md
Frontmatter
{
"name": "background-removal",
"description": "Remove backgrounds from images with BiRefNet via inference.sh CLI. Model: BiRefNet (high accuracy background removal). Use for: product photos, portraits, e-commerce, transparent PNGs, photo editing. Triggers: remove background, background removal, remove bg, transparent background, cut out image, background remover, rembg, product photo editing, cutout, transparent png, bg removal, photo cutout",
"allowed-tools": "Bash(infsh *)"
}
Background Removal
Remove backgrounds from images via inference.sh CLI.
Quick Start
curl -fsSL https://cli.inference.sh | sh && infsh login
infsh app run infsh/birefnet --input '{"image_url": "https://your-photo.jpg"}'
Install note: The install script only detects your OS/architecture, downloads the matching binary from
dist.inference.sh, and verifies its SHA-256 checksum. No elevated permissions or background processes. Manual install & verification available.
How To
Use Reve for image editing including background changes:
infsh app run falai/reve --input '{
"prompt": "remove the background, make it transparent",
"image_url": "https://portrait.jpg"
}'
Or change background directly:
infsh app run falai/reve --input '{
"prompt": "change the background to a beach",
"image_url": "https://product-photo.jpg"
}'
Workflow: Generate and Edit
# 1. Generate an image
infsh app run falai/flux-dev-lora --input '{"prompt": "a cute robot mascot"}' > robot.json
# 2. Edit with Reve
infsh app run falai/reve --input '{
"prompt": "remove background, transparent",
"image_url": "<url-from-step-1>"
}'
Use Cases
- E-commerce: Clean product photos
- Portraits: Professional headshots
- Marketing: Assets for design
- Social Media: Profile pictures
- Design: Elements for compositions
Output
Returns a PNG with transparent background.
Related Skills
# Full platform skill (all 150+ apps)
npx skills add inference-sh/skills@inference-sh
# Image generation
npx skills add inference-sh/skills@ai-image-generation
# FLUX models (including inpainting)
npx skills add inference-sh/skills@flux-image
# Upscaling
npx skills add inference-sh/skills@image-upscaling
Browse all image apps: infsh app list --category image
Documentation
- Running Apps - How to run apps via CLI
- Image Generation Example - Complete image workflow guide
- Apps Overview - Understanding the app ecosystem
Version History
- e0220ca Current 2026-07-05 21:00
Dependencies
-
suggested
inference-sh/skills@inference-sh -
suggested
inference-sh/skills@ai-image-generation -
suggested
inference-sh/skills@flux-image -
suggested
inference-sh/skills@image-upscaling
