Posts by Yu Wang
Technical Walkthrough
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
Technical Walkthrough
Aug 04, 2020
Training Instance Segmentation Models Using Mask R-CNN on the NVIDIA TAO Toolkit
To convert pixels to actionable insights, computer vision relies on deep learning to provide an understanding of the environment. Object detection is a commonly...
13 MIN READ
Technical Walkthrough
Apr 30, 2020
Training with Custom Pretrained Models Using the NVIDIA Transfer Learning Toolkit
Supervised training of deep neural networks is now a common method of creating AI applications. To achieve accurate AI for your application, you generally need...
18 MIN READ