Posts by Yue Zhu
Computer Vision / Video Analytics
Aug 15, 2023
Customizing AI Models: Train Character Detection and Recognition Models with NVIDIA TAO
Optical Character Detection (OCD) and Optical Character Recognition (OCR) are computer vision techniques used to extract text from images. Use cases vary across...
14 MIN READ
Computer Vision / Video Analytics
Aug 15, 2023
Customizing AI Models: Deploy a Character Detection and Recognition Model with NVIDIA Triton
NVIDIA Triton Inference Server streamlines and standardizes AI inference by enabling teams to deploy, run, and scale trained ML or DL models from any framework...
4 MIN READ
Robotics
Feb 25, 2021
Creating a Real-Time License Plate Detection and Recognition App
Automatic license plate recognition (ALPR) on stationary to fast-moving vehicles is one of the common intelligent video analytics applications for smart cities....
17 MIN READ
Simulation / Modeling / Design
Feb 25, 2021
Preparing State-of-the-Art Models for Classification and Object Detection with NVIDIA TAO Toolkit
Accuracy is one of the most important metrics for deep learning models. Greater accuracy is a prerequisite for deploying the trained models to production to...
24 MIN READ