In-Browser object detection using YOLO and TensorFlow.js

Some time ago, I spent several evenings playing around with state of the art object detection model called YOLO, which is certainly known to those who are interested in Machine Learning on a daily basis. Originally written in Darknet -- open source neural network framework -- YOLO performs really well in the tasks of locating and recognizing objects on the pictures. Due to the fact that I have been interested in TensorFlow.js for a few weeks now, I decided to check how YOLO will handle the limitations of In-Browser computing. If you want to play with the demo version, visit "I Learn Machne Learning" project website. A few months ago, the third version of YOLO was released.