Build with Genovaxai APIs & SDKs

import os
from genovax import Client, StreamPipeline

# 1. Initialize client with your API key
client = Client(api_key=os.getenv("GENOVAX_API_KEY"))

# 2. Configure hardware-accelerated pipeline
pipeline = StreamPipeline.create(
    model="vx-detect-v1.4",
    precision="int8",
    target_accelerator="tensorrt"
)

# 3. Bind RTSP camera feed with zero-copy decoding
stream = client.connect_stream(
    rtsp_url="rtsp://cam08.industrial.internal/live",
    camera_id="cam-08",
    fps=60
)

# 4. Process real-time detection & tracking events
for frame_result in pipeline.stream(stream):
    for obj in frame_result.detections:
        print(f"Detected: {obj.label} ({obj.confidence:.2f}) at [{obj.bbox}]")
        
        # Trigger immediate webhook if hazardous proximity detected
        if obj.is_hazard_warning:
            client.dispatch_alert(
                channel="safety-ops",
                severity="critical",
                event_data=obj.to_dict()
            )