AI/Machine Learning; The Data Science Lab. CIFAR-10 Image Classification Using PyTorch. ... 10 classes) dataset has 50,000 training images and 10,000 test images. Each image is 32 x 32 pixels. Because ...

For instance, if a dataset contains mostly images of white men, then a facial-recognition model trained with this data may be less accurate for women or people with different skin tones.

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. See also: Interactive: ...

In the world of machine learning and artificial intelligence, clean data is everything. Even a small number of mislabeled ...