{"enrichment":{"faq":[{"a":"Video Action Recognition uses MediaPipe Pose to extract 33 body landmarks from video frames, then applies rule-based classifiers to analyze movement patterns and identify actions like arm flapping, head banging, and spinning. The system requires no model training\u2014it works with pretrained pose detection to recognize behavioral motions in real time.","q":"How does Video Action Recognition detect human actions in videos?"},{"a":"Yes. Video Action Recognition extracts pose keypoints and analyzes movement patterns to classify actions. By tracking the 33 body landmarks detected by MediaPipe Pose, the skill identifies specific motions and gestures, enabling skeleton-based action recognition without requiring you to train custom models.","q":"Can Video Action Recognition extract pose keypoints for action classification?"},{"a":"Video Action Recognition implements rule-based classifiers for specific motions including arm flapping, head banging, and spinning. The skill builds an end-to-end video processing pipeline that analyzes body movement patterns to recognize these and other behavioral actions from video frames.","q":"What specific motions can Video Action Recognition detect?"},{"a":"No. Video Action Recognition detects and classifies human body actions from video without any model training. It leverages MediaPipe Pose's pretrained skeleton tracking to extract motion features and applies rule-based classifiers to recognize actions, making it ready to use immediately.","q":"Does Video Action Recognition require model training?"},{"a":"Video Action Recognition builds an end-to-end pipeline that samples video frames, extracts pose keypoints using MediaPipe Pose, and applies rule-based classifiers to detect actions in real time. This skeleton-based approach enables fast behavioral motion analysis without requiring training or complex feature engineering.","q":"How does Video Action Recognition process video for real-time action detection?"},{"a":"Video Action Recognition is released under the MIT license, allowing free use, modification, and distribution for both commercial and personal projects.","q":"What license does Video Action Recognition use?"}],"shadow_tags":["skeleton-based-analysis","pre-trained-models","rule-based-classification","keypoint-tracking","behavioral-detection","no-training-required","motion-feature-extraction","video-processing-pipeline","gesture-recognition"],"summary_rewrite":"Video Action Recognition provides a pipeline for identifying human actions in video by extracting body keypoints and applying rule-based classifiers. It uses MediaPipe Pose to detect 33 body landmarks, then analyzes movement patterns to recognize actions like arm flapping, head banging, and spinning without requiring any model training."},"files":[{"bytes":5918,"path":"workspace/skills/video_action_recognition/SKILL.md","sha256":"d120d6176c0f6d875d636e07ef1578a81f8aa07bf9c3e4fd8720ced1de5243ca","url":"https://skillfed.io/files/fdueblab/Micro-Agent/video_action_recognition/6df411ad/SKILL.md"}],"id":"fdueblab/Micro-Agent/video_action_recognition","links":{"html":"https://skillfed.io/fdueblab/Micro-Agent/video_action_recognition","md":"https://skillfed.io/fdueblab/Micro-Agent/video_action_recognition.md","repo":"https://github.com/fdueblab/Micro-Agent"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":19,"language":"Python","last_updated":"2026-07-27","license":"MIT","name":"Video Action Recognition","publisher":"fdueblab","stars":109},"relations":{"similar":[{"id":"jianshuo/claude-skills/wjs-reframing-video"},{"id":"gooseworks-ai/goose-skills/beat-sync-reel"},{"id":"minicoohei/ai-agent-camp/remotion-trace"},{"id":"liuchiawei/agent-skills/mediapipe-usage"},{"id":"InfQuest/vibe-ops-plugin/youtube-download"},{"id":"MemTensor/skills-vote/media-downloader"},{"id":"besoeasy/open-skills/using-youtube-download"},{"id":"berabuddies/Semia/youtube-video-downloader"},{"id":"eyadsibai/ltk/video-downloader"},{"id":"joeseesun/yt-search-download/yt-search-download"}]},"slug":{"owner":"fdueblab","repo":"Micro-Agent","skill":"video_action_recognition"},"version":"6df411ad"}