title	Namaz Posture Identification API
emoji	🕌
colorFrom	green
colorTo	blue
sdk	docker
pinned	false
license	mit
app_port	7860

Namaz Posture Identification — Backend API

REST API for real-time Namaz posture detection using MediaPipe pose landmarks + ML classifier.

Endpoints

Method	Endpoint	Description
GET	/	Health check
POST	/predict	Predict posture from 132 landmark features
GET	/postures	List all posture classes

POST /predict

Request body:

{
  "landmarks": [0.12, 0.45, -0.03, 0.99, ...]
}

132 floats: 33 MediaPipe pose landmarks × [x, y, z, visibility]

Response:

{
  "prediction": "qiam",
  "confidence": 0.98,
  "probabilities": {"qiam": 0.98, "rukooh": 0.01, "Sajdah": 0.00, "julsa": 0.01},
  "arabic": "قيام",
  "description": "Standing upright — the opening position of prayer",
  "color": "#2196F3",
  "emoji": "🧍"
}

Classes

• qiam قيام — Standing
• rukooh ركوع — Bowing
• Sajdah سجدة — Prostration
• julsa جلسة — Sitting