Every camera, one connected picture.

import { VisionStrata } from "@visionstrata/sdk";

const vs = new VisionStrata({ apiKey: process.env.VISIONSTRATA_API_KEY });

// Connect a camera with its thermal and LiDAR companions
const stream = await vs.streams.connect({
  source: "rtsp://dock-3.local/line-1",
  sensors: ["thermal", "lidar"],
  node: "jetson-orin-07",
});

// Deploy an optimized model to that edge node
await vs.models.deploy({
  model: "defect-detector",
  precision: "int8",
  target: stream.node,
});

stream.on("anomaly", (event) => {
  console.log(event.type, event.confidence, event.track.id);
});

import os
from visionstrata import Client

client = Client(api_key=os.environ["VISIONSTRATA_API_KEY"])

stream = client.streams.connect(
    source="rtsp://dock-3.local/line-1",
    sensors=["thermal", "lidar"],
)

# Read fused anomaly events as they happen
for event in stream.events(type="anomaly"):
    print(event.type, event.confidence, event.track.id)