By Dhawal Shah If you haven’t heard, universities around the world offering their courses online for free (or at least partially free). These courses are collectively called MOOCS or Massive Open Online Courses. In the past seven years or so, over 80...

Deep learning

Part of Understanding Hinton’s Capsule Networks Series:

By Nick Bourdakos Convolutional neural networks have done an amazing job, but are rooted in problems. It’s time we started thinking about new solutions or improvements — and now, enter capsules. Previously, I briefly discussed how capsule networks co...

‘Capsule Networks’ and ‘Inverse Graphics’ seem like intimidating and somewhat vague terms when heard for the first time. These terms weren’t prevalent in mainstream media until recently, after the godfather of deep learning, Geoffrey Hinton, came out with…

A repository of state-of-the-art deep learning methods in computer vision - Lextal/SotA-CV

PDF | As melanoma diagnoses increase across the US, automated efforts to identify malignant lesions become increasingly of interest to the research... | Find, read and cite all the research you need on ResearchGate

The times when I have made the greatest leaps in my development skills have been when I struggled to learn something new and didn’t give up. This has not always been easy for me. I have come across a few ideas that have helped me push through my personal…

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead. - ageron/handson-ml

How you can setup your own Convolutional Neural Network?

In this post, we will understand what is Yolov3 and learn how to use YOLOv3 — a state-of-the-art object detector — with OpenCV. YOLOv3 is the latest variant of a popular object detection algorithm YOLO – You Only Look Once. The published model recognizes…

SpaceNet has released the Off-Nadir dataset to accelerate the developement of machine learning from complex satellite imagery

Deep neural networks are a powerful method for automatically learning distributed representations at multiple levels of abstraction. Over the past decade, they have dramatically pushed forward the state-of-the-art in domains as diverse as vision, language…