James Skinner

James Skinner is an NVIDIA Solutions Architect, focusing on object detection in Intelligent Video Analytics and images. He has experience in using machine learning to analyse geospatial and remote sensing data, for both the British and US governments. James holds a Master's in Physics from Durham University in the UK.
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Posts by James Skinner

Simulation / Modeling / Design Jul 02, 2020

Detecting Rotated Objects Using the NVIDIA Object Detection Toolkit

Object detection and classification in imagery using deep neural networks (DNNs) and convolutional neural networks (CNNs) is a well-studied area. For some... 17 MIN READ
Computer Vision / Video Analytics Feb 12, 2020

Building a Real-time Redaction App Using NVIDIA DeepStream, Part 2: Deployment

This post is the second in a series (Part 1) that addresses the challenges of training an accurate deep learning model using a large public dataset and... 12 MIN READ
Computer Vision / Video Analytics Feb 12, 2020

Building a Real-time Redaction App Using NVIDIA DeepStream, Part 1: Training

Some of the biggest challenges in deploying an AI-based application are the accuracy of the model and being able to extract insights in real time. There’s a... 9 MIN READ