← All skills

huggingface-vision-trainer

77 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a media skill usually calls an AI service over the internet.

By zhongjingyun/codex-plugins (GitHub) · media · 30 stars · scanned at commit 67f0a2a

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 Hugging Face Transformers on Hugging Face Jobs cloud GPUs. Covers COCO-format dataset preparation, Albumentations augmentation, mAP/mAR evaluation, accuracy metrics, SAM segmentation with bbox/point prompts, DiceCE loss, hardware selection, cost estimation, T…

Works with any agent that supports SKILL.md skills.

What this skill can do

Safer alternatives

Low-risk skills in the same category (media) that look related. Check that one does what you need.

• 95 Low risksenior-computer-visionCongDon1207/AGENTS.md · 18 stars
• 80 Low riskhuggingface-lora-space-builderhuggingface/skills · 11,321 stars
• 100 Low riskProcessing Computer Vision TasksBbgnsurfTech/claude-skills-collection · 27 stars

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'huggingface-vision-trainer' ] || [ -L ~/.agents/skills/'huggingface-vision-trainer' ]; then echo 'A skill folder named huggingface-vision-trainer already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/zhongjingyun/codex-plugins' "$d" && git -C "$d" checkout --quiet '67f0a2a774e0e57d841a7f3372c48e257f64c481' -- 'plugins/hugging-face/skills/vision-trainer' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/hugging-face/skills/vision-trainer' ~/.agents/skills/'huggingface-vision-trainer' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'huggingface-vision-trainer' ~/.claude/skills/'huggingface-vision-trainer' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for zhongjingyun/codex-plugins shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/zhongjingyun/codex-plugins.svg)](https://zalavijaysinh.github.io/skilltrust/repos/zhongjingyun/codex-plugins/)

Score history