qtzx06

qtzx06/yolodex

Skill Claude CodeCodex

Generate synthetic training data variations using image transforms. Increases dataset diversity with flips, brightness jitter, and noise. Use after labeling.

qtzx06/yolodex

Skill Claude CodeCodex

Download YouTube videos and extract frames using yt-dlp and ffmpeg for YOLO training data. Use when you need to gather frames from a video URL.

qtzx06/yolodex

Skill Claude CodeCodex

Evaluate trained YOLO model accuracy with mAP metrics and per-class error analysis. Identifies failure cases for targeted improvement. Use after training.

qtzx06/yolodex

Skill Claude CodeCodex

Auto-label frames with bounding boxes. Supports four modes — CUA+SAM (best accuracy, OpenAI CUA clicks + SAM segmentation), Gemini (native bbox detection), GPT vision (API fallback), or Codex vision subagents (no API keys). Parallel dispatch via git worktrees. Use after collecting frames.

qtzx06/yolodex

Skill Claude CodeCodex

Train a YOLO model on labeled dataset using ultralytics. Splits data into train/val, generates dataset.yaml, and produces trained weights. Use after labeling and augmenting.

qtzx06/yolodex

Skill Claude Code

Train a custom YOLO object detection model from any YouTube gameplay video. Provide a video URL and target classes, and this skill handles the entire pipeline autonomously — frame extraction, AI-powered labeling, data augmentation, training, and evaluation with iterative improvement.

qtzx06/clawcraft

Skill Claude CodeCodex

Skill "clawcraft" from qtzx06/clawcraft, covering clawcraft arena skill, connection, the game, getting started and 1. register your team (if not already registered).