Archive of posts with category 'Machine learning'

Training Yolo v3 model using custom dataset on Google colab

You only look once, or YOLO, is one of the faster object detection algorithms out there. Though it is no longer the most accurate object detection algorithm, it is a...

Object detection with Fizyr Retinanet

In this article, we will train Fizyr Retinanet. It is discovered that there is an extreme foreground-background class imbalance problem in the one-stage detector. And it is believed that this...