
Online Computer Vision Class: build industry grade video analytics engine
Ini adalah Online Class yang bakal bahas soal gimana caranya buat Video Analytics Engine dengan standar Industri
bonus:
- Online Class Computer Vision with Pytorch
- Online Class Object Detection with Pytorch
- tugas besar dan dibimbing lansung saat praktik
Start : 9 Juli , 2024
Setiap Selasa & Kamis: 20.00-21.00
What You Get in AI Online Class
- Interactive Class
- Live Question and Answer with Mentor
- e-Certificate
- Portfolio
- Interactive Class
Material:
Session 1: Introduction to Video Analytics Engine
Welcome and Course Overview
Understanding Video Analytics
Technologies and Tools Overview
Architecture of Video Analytics Systems
Setting Up the Development Environment
Session 2: Stream Ingestion Management
Introduction to Stream Ingestion
Sources of Video Streams
Data Preprocessing and Transformation
Stream Ingestion Frameworks
Implementing Stream Ingestion
Session 3: Model Inference Using OpenVINO
Introduction to Model Inference
Introduction to OpenVINO
Setting Up OpenVINO
Implementing Model Inference with OpenVINO
Optimizing Inference Performance with OpenVINO
Session 4: Model Inference Using TensorRT
Introduction to TensorRT
Setting Up TensorRT
Implementing Model Inference with TensorRT
Optimizing Inference Performance with TensorRT
Session 5: Integrate Everything Up
Overview of System Integration
Connecting Ingestion to Inference
Building a Dockerized Video Analytics Engine
Orchestrating Services with Docker Compose
Scaling the Video Analytics Engine
Final Project: Building Your Own Video Analytics Engine