This essay on the lessons we learned about deep learning systems and gender recognition is one part of a three-part examination of issues relating to machine vision technology.

This week, Microsoft Research announced its newest deep learning project had outperformed humans in a test to identify objects in digital images.

Pro How machine learning and image recognition could revolutionise search News By Mary Branscombe published December 25, 2014 ...

The recognition pattern however is broader than just image recognition In fact, we can use machine learning to recognize and understand images, sound, handwriting, items, face, and gestures.

Machine-learning system tackles speech and object recognition, all at once Model learns to pick out objects within an image, using spoken descriptions Date: September 18, 2018 Source ...

The data analysis package Matlab can perform image recognition using machine learning and deep learning. It has an optional Computer Vision Toolbox and can integrate with OpenCV.

But neural network-based image recognition algorithms are still far from perfect, and according to a pair of recent papers these algorithms can be tricked pretty easily.

What happens when your data isn't simply structured text? That's where big data recognition technology steps in. The question is, has the technology stepped up?