controversies-in-computer-vision

The Baidu and ImageNet Controversy

Two months ago I wrote a post about some recent controversies in the industry in computer vision. In this post I turn to the world of academia/research and write about something controversial that occurred there. But since the world of research isn’t as aggressive as that of the industry, I had to go back three […]

object-detection-example

The Top Image Datasets and Their Challenges

In previous posts of mine I have discussed how image datasets have become crucial in the deep learning (DL) boom of computer vision of the past few years. In deep learning, neural networks are told to (more or less) autonomously discover the underlying patterns in classes of images (e.g. that bicycles are composed of two […]

fashion-computer-vision

Computer Vision in the Fashion Industry – Part 3

In my last two posts (part 1 can be found here, part 2 can be found here) I’ve looked at computer vision and the fashion industry. I introduced the lucrative fashion industry and showed what Microsoft recently did in this field with computer vision. I also presented two papers from last year’s International Conference on Computer […]

fashion-computer-vision

Computer Vision in the Fashion Industry – Part 1

(image source) (Update: this post is the first of a 3-part series. Part 2 can be found here, part 3 can be found here) Computer vision has a plethora of applications in the industry: cashier-less stores, autonomous vehicles (including those loitering on Mars), security (e.g. face recognition) – the list goes on endlessly. I’ve already […]

data-mining-image

Mapping Camera Coordinates to a 2D Floor Plan

Data mining is a big business. Everyone is analysing mouse clicks, mouse movements, customer purchase patterns. Such analysis has proven to give profitable insights that are driving businesses further than ever before. But not many people have considered data mining videos. What about all that security footage that has stacked up over the years? Can […]