Savant

0.4.8

Introduction

Introduction
Running Savant Module
Hardware

Getting Started

Configure The Runtime Environment
Configure The Development Environment
Module Development Guide

Savant 101

Streaming Model
How Savant Communicates With External Video Sources
Adapters
Module Overview
Pipeline
Video Processing Workflow
Module Variables
Metadata Operations
Top-Level ROI
Working With Models
Detection Unit
Classification Unit
Attribute Model Unit
Complex Model Unit
Preprocessing for models
Nvidia Tracker Unit
Python Function Unit
Working With Metadata
OpenCV CUDA Usage
Frame Memory Mapping
Draw Function Usage & Customization

Advanced Topics

Module Image Types
Batching
Configuring Stream Limit
Benchmarking And Optimization
Dead Streams Eviction
Implementing Custom Tracking
Element Groups
ROI Customization
Frame filtering
Skipping Frames
Building Hybrid Pipelines
Pipeline Idle Monitor
Etcd Capabilities
Pipeline Chaining
Communication With External Systems
DevServer
OpenTelemetry Support
Source JSON Injection
Development With Client SDK
Conversions Between GPU Memory Formats
TorchHub
Auxiliary Video Streams
Using DLA on Nvidia Jetson

Cookbook

Recipes

Reference

API Reference

Savant Development

Configure The Documentation Environment

Savant

Implementing Custom Tracking
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Implementing Custom Tracking

Teach the user to make custom tracking with DeepSORT or Similari trackers.

TODO

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Savant 0.4.8