DeepStream Reference Application on GitHub

This page is for version 9.2 (default). For other versions, use one of these documentation indexes: - 9.2 (default): https://docs.nvidia.com/deepstream/9.2/llms.txt - Archives: https://docs.nvidia.com/deepstream/archives/llms.txt

Use case applications

• DeepStream License Plate detection and recognition
• DeepStream parallel multiple models
• DeepStream text recognition with OCD/OCR models
• DeepStream object embedding vector generation
• DeepStream pose classification
• DeepStream custom preprocessing with nvdspreprocess
• DeepStream super resolution pipeline with buffer transferring through IPC
• vLLM based VLM inference DeepStream plugin (see DeepStream Reference Application - deepstream-vllm-plugin)

AI models with DeepStream

• TAO model deployment in DeepStream

DeepStream features sample

• Runtime source addition/removal with DeepStream
• Anomaly detection using NV Optical Flow using DeepStream
• MaskTracker in DeepStream
• 3D Body Pose (KAMA) with DeepStream
• Single View 3D Tracking with DeepStream
• Multi-view 3D Tracking with DeepStream
• PyServiceMaker SONYC audio classifier Flow API sample
• PyServiceMaker SONYC audio classifier Pipeline API sample
• Save image metadata from DeepStream pipeline (Python)
• Generate RTSP output from the RTSP source with inferencing result (Python)
• Multiple input streams and multiple separated output streams inferencing (Python)
• Arbitrary tiling positions and sizes configuration with nvmultistreamtiler