human-emotion-recognition-analysis
CommunityRealtime multi-emotion understanding from faces
Data & Analytics#anomaly detection#vision AI#mental health#real-time monitoring#emotion recognition#facial analysis#API history lookup
Authorsmyx-sunjinhui
Version1.0.0
Installs0
System Documentation
What problem does it solve?
It helps you automatically detect and understand a person’s emotional state from front-facing images or videos, turning subjective “how does the user feel?” questions into structured, actionable emotion reports.
Core Features & Use Cases
- Real-time multi-dimensional emotion recognition: Detects happiness, sadness, depression, calmness, anger, surprise, and fear from frontal face visual input, suitable for interactive feedback and monitoring.
- Emotion intensity quantification & anomaly marking: Produces emotion probabilities, computes the dominant emotion, and flags abnormal emotions when they exceed a configurable threshold.
- Historical report listing from the cloud: Supports querying recognition history via an API-backed list mode and outputs a Markdown table with report links.
- Use Case: In a mental-health or human-computer interaction scenario, process uploaded face media to surface abnormal emotional patterns and provide evidence for follow-up guidance.
Quick Start
Provide a frontal face video or image URL (or upload the file) and your open-id, then ask the skill to generate an emotion recognition report with the default anomaly threshold.
Dependency Matrix
Required Modules
requestspydashSQLAlchemyyaml
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: human-emotion-recognition-analysis Download link: https://github.com/smyx-sunjinhui/smyx-open-claw-skills/archive/main.zip#human-emotion-recognition-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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