Home / Skills / huggingface-vision-trainer
huggingface-vision-trainer
Trains and fine-tunes vision models for object detection (D-FINE, RT-DETR v2, DETR, YOLOS), image classification (timm models — MobileNetV3, MobileViT, ResNet, ViT/DINOv3 — plus any Transformers classifier), and SAM/SAM2 segmentation using
- License
- Apache-2.0
- SKILL.md tokens
- 7,498
- Bundled files
- 11
- Bundled tokens (estimated)
- 42,840
Cost per 1,000 loads
Estimated input cost per 1,000 loads of SKILL.md only (characters ÷ 4). Bundled files, output tokens and execution are excluded.
| Model | Input / 1M tokens | 1,000 loads |
|---|---|---|
| Claude Opus 5 | $5.00 | $37.49 |
| Claude Sonnet 5 | $2.00 | $15.00 |
| Claude Haiku 4.5 | $1.00 | $7.50 |
Safety flags
Detected automatically from files; not a security audit.
- Runs scripts
- Yes
- Network access
- Yes
- Shell commands
- Yes
Works with
Open SKILL.md format
- Claude Code
- Codex
- Cursor
- GitHub Copilot
- Gemini CLI
- OpenCode
- Goose
Install
npx skills add huggingface/skills --skill huggingface-vision-trainerLast verified:
huggingface-vision-trainer FAQ
What does the huggingface-vision-trainer skill do?
Trains and fine-tunes vision models for object detection (D-FINE, RT-DETR v2, DETR, YOLOS), image classification (timm models — MobileNetV3, MobileViT, ResNet, ViT/DINOv3 — plus any Transformers classifier), and SAM/SAM2 segmentation using Source: https://github.com/huggingface/skills/blob/main/skills/huggingface-vision-trainer/SKILL.md
What does the huggingface-vision-trainer skill cost to load?
SKILL.md is about 7,498 tokens. Estimated input cost per 1,000 loads: Claude Opus 5 $37.49; Claude Sonnet 5 $15.00; Claude Haiku 4.5 $7.50. Estimated input cost per 1,000 loads of SKILL.md only (characters ÷ 4). Bundled files, output tokens and execution are excluded. Prices: https://docs.anthropic.com/en/docs/about-claude/pricing
How do I install the huggingface-vision-trainer skill?
Skills CLI: npx skills add huggingface/skills --skill huggingface-vision-trainer. Claude Code: /plugin marketplace add huggingface/skills, then install the plugin from that marketplace. Download the huggingface-vision-trainer skill folder as a ZIP and upload it in Claude.ai skills settings.
Is the huggingface-vision-trainer skill safe?
Automatically detected flags: runs scripts, network access, shell commands. Flags are detected automatically from the skill's files and are not a security audit; review the SKILL.md before installing.