Insights on AI and Automation Technologies

The complete end-to-end guide: collect your own dataset, annotate it, train a state-of-the-art YOLO model on a free GPU, optimise […]

Watch the night sky automatically and capture every satellite and meteor that crosses your camera frame. The Jetson distinguishes between

Visualise every detection, defect count, FPS, temperature, and system health metric in a beautiful real-time dashboard — running locally on

Connect your Jetson AI vision system to the rest of your factory. Use MQTT to send real-time defect alerts, occupancy

Run AI inference on 4 camera streams simultaneously at 30+ FPS each — on a single Jetson board. NVIDIA DeepStream

A vanilla PyTorch model runs at 8–12 FPS on Jetson. The same model exported to TensorRT FP16 runs at 50+

Run a head-to-head benchmark of YOLO11 and YOLOv8 directly on your Jetson hardware. Measure real FPS, inference latency, and mAP

Automatically detect and blur all faces in a video stream in real time — useful for GDPR compliance, public-space cameras,

Automatically detect whether workers on a construction site or factory floor are wearing the required PPE — hard hats, safety

Count people entering and leaving a space in real time. Track occupancy, generate dwell-time reports, and trigger automatic alerts when