DEVELOPER BLOG

Tag: Object Detection

IVA/IoT

Preparing State-of-the-Art Models for Classification and Object Detection with the NVIDIA Transfer Learning 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… 23 MIN READ
AI / Deep Learning

Building and Deploying a Face Mask Detection Application Using NGC Collections

AI workflows are complex. Building an AI application is no trivial task, as it takes various stakeholders with domain expertise to develop and deploy the… 17 MIN READ
Autonomous Vehicles

Deploying a Scalable Object Detection Inference Pipeline: Optimization and Deployment, Part 3

This post is the third in a series on Autonomous Driving at Scale, developed with Tata Consultancy Services (TCS). The previous posts provided a general… 8 MIN READ
Autonomous Vehicles

Deploying a Scalable Object Detection Pipeline: The Inferencing Process, Part 2

This post is the second in a series on Autonomous Driving at Scale, developed with Tata Consultancy Services (TCS). The previous post in this series provided a… 15 MIN READ
Autonomous Vehicles

Deploying a Scalable Object Detection Inference Pipeline, Part 1

This post is the first in a series on Autonomous Driving at Scale, developed with Tata Consultancy Services (TCS). In this post, we provide a general overview… 9 MIN READ
AI / Deep Learning

Deploying Real-time Object Detection Models with the NVIDIA Isaac SDK and NVIDIA Transfer Learning Toolkit

This post is the first in a series that shows you how to use Docker for object detection with NVIDIA Transfer Learning Toolkit (TLT). For part 2… 9 MIN READ