Bernt
58ca4e68db
- Go backend API with full CRUD for all modules (CRM, Sales, Finance, HR, Legal, Marketing, Support, Purchase, Inventory, Projects, Automation, Analytics) - Rust analytics service with parallel report generation - C runtime with POSIX shared memory IPC - PostgreSQL schema with 30+ tables, full migrations - Redis cache, sessions, pub/sub - Kafka event streaming with Zookeeper - WebSocket hub for real-time updates - Automation engine with cron jobs, workflows, event triggers - JWT authentication, multi-tenant from start - Docker Compose with all services - Nginx reverse proxy with rate limiting - Integration tests passing - Feature gap analysis against Fortnox/Odoo/Visma Refs: BOC-001
3.1 KiB
3.1 KiB
ATM Anomaly Detection API
REST API Endpoints
Health Check
GET /health
Response:
{
"status": "healthy",
"model_loaded": true,
"model_version": "v1.0.0",
"timestamp": "2026-07-11T06:00:00Z"
}
Single Image Prediction
POST /predict
Content-Type: multipart/form-data
image: <file>
atm_id: "atm_001" (optional)
camera_angle: "front" (optional)
Response:
{
"success": true,
"atm_id": "atm_001",
"timestamp": "2026-07-11T06:00:00Z",
"detections": [
{
"class_id": 5,
"class_name": "skimming_device",
"confidence": 0.94,
"bbox": [0.45, 0.52, 0.57, 0.60],
"severity": 5,
"requires_action": true
}
],
"summary": {
"total_anomalies": 1,
"max_severity": 5,
"requires_action": true,
"anomaly_types": ["skimming_device"]
}
}
Batch Prediction
POST /predict/batch
Content-Type: multipart/form-data
images: <file1>, <file2>, ...
Response:
{
"success": true,
"results": [
{
"filename": "atm_001.jpg",
"detections": [...],
"summary": {...}
}
]
}
Get ATM Status
GET /atm/{atm_id}/status
Response:
{
"atm_id": "atm_001",
"location": {
"latitude": 59.3293,
"longitude": 18.0686
},
"last_check": "2026-07-11T05:30:00Z",
"status": "anomaly_detected",
"open_anomalies": 2,
"max_severity": 4
}
Get Anomaly History
GET /atm/{atm_id}/anomalies?start_date=2026-07-01&end_date=2026-07-11
Response:
{
"atm_id": "atm_001",
"period": {
"start": "2026-07-01",
"end": "2026-07-11"
},
"total_anomalies": 15,
"anomalies": [
{
"id": "anom_001",
"type": "graffiti",
"detected_at": "2026-07-10T14:23:00Z",
"confidence": 0.87,
"status": "resolved",
"resolved_at": "2026-07-10T16:00:00Z"
}
]
}
Submit Annotation (Human Verification)
POST /anomalies/{anomaly_id}/verify
Content-Type: application/json
{
"verdict": "confirmed",
"notes": "Confirmed skimming device attached to card reader",
"verified_by": "technician_001"
}
WebSocket API
Real-time anomaly alerts:
const ws = new WebSocket('wss://api.landvex.com/ws/alerts');
ws.onmessage = (event) => {
const alert = JSON.parse(event.data);
console.log(`Critical anomaly at ${alert.atm_id}: ${alert.anomaly_type}`);
};
Alert format:
{
"alert_id": "alert_001",
"atm_id": "atm_001",
"timestamp": "2026-07-11T06:00:00Z",
"severity": 5,
"anomaly_type": "skimming_device",
"confidence": 0.94,
"image_url": "https://cdn.landvex.com/captures/atm_001_20260711060000.jpg",
"location": {
"latitude": 59.3293,
"longitude": 18.0686
},
"recommended_action": "Dispatch security team immediately"
}
Error Responses
{
"success": false,
"error": {
"code": "INVALID_IMAGE",
"message": "Image format not supported. Use JPG or PNG.",
"details": {}
}
}
Rate Limits
/predict: 100 requests/minute/predict/batch: 10 requests/minute/atm/*: 1000 requests/minute
Authentication
API key in header:
Authorization: Bearer {api_key}