DEVELOPER BLOG

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.

Posts by James Skinner

IVA/IoT

Detecting Rotated Objects Using the NVIDIA Object Detection Toolkit

Figure 1. A portion of the International Society for Remote Sensing and Photogrammetry (ISPRS) Potsdam dataset. Rotated bounding boxes of the vehicle class… 17 MIN READ
AI / Deep Learning

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
AI / Deep Learning

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. 9 MIN READ