Subject archive for "computer-vision"

Machine Learning

Lightning fast CPU-based image captioning pipelines with Deep Learning and Ray

Translation between Skeletal formulae and InChI labels is a challenging image captioning problem, especially when it involves large amounts of noisy data. In this blog post we share our experience from the BMS molecular translation challenge and show that CPU-based distributed learning can significantly shorten model training times.

By Jennifer Davis14 min read

Machine Learning

Feature extraction and image classification using Deep Neural Networks and OpenCV

In a previous blog post we talked about the foundations of Computer vision, the history and capabilities of the OpenCV framework, and how to make your first steps in accessing and visualising images with Python and OpenCV. Here we dive deeper into using OpenCV and DNNs for feature extraction and image classification.

By Dr Behzad Javaheri13 min read

Code

Getting Started with OpenCV

In this article we talk about the foundations of Computer vision, the history and capabilities of the OpenCV framework, and how to make your first steps in accessing and visualising images with Python and OpenCV.

By Dr Behzad Javaheri13 min read

Machine Learning

Computer Vision in Deep Learning: An Introductory Guide

Computer vision is one of the most advanced and fascinating fields of data science, allowing computer technology to see as humans do and to represent data back to humans through visual imagery. While advances in computer vision have exploded just in the past couple of years, its roots and its first breakthroughs go back nearly 60 years.

By David Weedmark9 min read

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