- Practical case: RTSP to HLS via GStreamer on Jetson Orin
Build an on-device video pipeline on Jetson AGX Orin with Arducam HQ, enabling real-time HLS streaming for various use cases like monitoring and robotics.
- Practical case: Modbus TH on Jetson Orin NX + SHT20 RS485
Build a live Modbus RTU dashboard on Jetson Orin NX to monitor sensors, log data, and send alerts for various applications like server rooms and greenhouses.
- Practical case: Pan-tilt color tracking on NVIDIA Jetson
Build a color-based pan-tilt tracker on Jetson Xavier NX. Learn to track targets using OpenCV for various applications like lecture capture and safety.
- Practical case: I2S Microphone Spectrum on Jetson Orin Nano
Build a real-time microphone spectrum monitor on Jetson Orin Nano to analyze audio, detect events, and visualize speech bandwidth with low latency.
- Practical case: Recyclables classifier with TensorRT
Build a real-time recyclables classifier on Jetson Nano 4GB. Enhance recycling with smart bins, education, and factory pre-sorting solutions.
- Practical case: RTSP face blur on Jetson Orin NX+IMX477
Build a GPU-accelerated RTSP service on NVIDIA Jetson for real-time face detection and anonymization, enhancing privacy in various applications.
- Practical case: NVIDIA Jetson TX2, MAX31855 + MCP3008 SPI
Build a Jetson TX2 app to read thermocouple data, log CSV, and manage alarms for various thermal applications. Perfect for labs and makers.
- Practical case: Audio VAD Recorder & Noise Gate on Jetson NX
Build a VAD-gated recorder for NVIDIA Jetson Xavier NX to efficiently capture speech, reduce storage, and enhance audio logging in real-time.
- Practical case: Jetson Orin Nano OpenCV Motion Detection
Build a motion-detection pipeline with NVIDIA Jetson Orin Nano and OpenCV. Capture, detect, and log events efficiently for various use cases.
- Practical case: MQTT on Jetson Nano 2GB, BME680 & PMS5003
Build a Jetson-based edge node for real-time environmental monitoring using BME680 and PMS5003 sensors, enhancing safety and automation.
- Practical case: DeepStream Wildlife Count on Jetson Orin NX
Build a dual-camera wildlife counter with Jetson Orin NX to detect and log animal activity in real time, enhancing conservation efforts and analytics.
- Practical case: cuda-qr-decoder on Jetson Orin Nano 8GB
Build a CUDA-accelerated QR decoding pipeline on Jetson Orin Nano, enhancing efficiency in conveyor scanning, inventory kiosks, and robotics.
- Practical case: Jetson Nano Beamforming + Keyword Spotting
Build a real-time keyword-spotting pipeline on Jetson Nano with ReSpeaker USB Mic. Achieve reliable voice activation and privacy on-device.
- Practical case: PTZ tracking | Jetson Xavier NX, IMX477
Discover how to build a GPU-accelerated PTZ object-tracking system using Jetson Xavier NX and Arducam IMX477 for various applications.
- Practical case: Fruit ripeness classifier on Jetson NX
Discover how to build a GPU-accelerated fruit ripeness analyzer using NVIDIA Jetson Xavier NX, enhancing sorting, pre-harvest assessment, and retail monitoring.
- Practical case: Jetson Orin Nano Audio/Vibration Issues
Build a real-time anomaly detector using Jetson Orin Nano, I2S audio, and vibration data to enhance predictive maintenance and equipment safety.
- Practical case: Jetson Orin Nano RGB-thermal perimeter
Build a GPU-accelerated intrusion detector using NVIDIA Jetson Orin Nano, combining RGB and thermal imaging for enhanced security and reliability.
- Practical case: Orin Nano DeepStream NFC Access Control
Build a real-time edge access-control prototype combining person detection and NFC badge reads for secure door unlocking with Jetson Orin Nano.
- Practical case: DeepStream defect detection in manufacturing
Build a real-time conveyor defect detection system using NVIDIA Jetson Orin Nano, DeepStream, and Arducam for efficient inline quality assurance.
- Practical case: Multi-Cam ReID Jetson Orin Nano & DeepStream
Build a multi-camera person re-identification pipeline on NVIDIA Jetson Orin Nano, enhancing tracking and analytics across diverse applications.