Advanced8h 1m4 modules · 18 leçons0 inscrits

Video AI on Jetson Nano with DeepStream

DeepStream pipelines. Multiple video streams. YOLO inference. For practitioners building embedded video AI systems on NVIDIA Jetson.

Par Équipe Curriculum Nexus

119€

Accès complet · Certificat inclus

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Programme du cours

4 modules

01
Module
Foundations: DeepStream, GStreamer, and the video pipeline
From sensor photons to GPU tensors: understand what DeepStream actually is, how a GStreamer pipeline comes together, how to feed it real RTSP streams, and launch your first video inference service on Jetson.
4 leçons·1h 45

Module

Building the pipeline: models, TensorRT, tracking, and multi-stream

Move from user to designer: plug in your own models via nvinfer, compile them into optimized TensorRT engines, add object tracking with nvtracker, and assemble a batched multi-camera pipeline in Python — the backbone of any edge video AI system.

5 leçons·2h 13

Video AI on Jetson Nano with DeepStream

Programme du cours

Foundations: DeepStream, GStreamer, and the video pipeline

Building the pipeline: models, TensorRT, tracking, and multi-stream

Video analytics: from metadata to transmitted events

Edge production: performance, compliance, and deployment