- Part 1 Object Detection using YOLOv2 on Pascal VOC2012 - anchor box clustering
- Part 2 Object Detection using YOLOv2 on Pascal VOC2012 - input and output encoding
- Part 3 Object Detection using YOLOv2 on Pascal VOC2012 - model
- Part 4 Object Detection using YOLOv2 on Pascal VOC2012 - loss
- Part 5 Object Detection using YOLOv2 on Pascal VOC2012 - training
- Part 6 Object Detection using YOLOv2 on Pascal VOC2012 - inference on image
- Part 7 Object Detection using YOLOv2 on Pascal VOC2012 - inference on video
This repository contains all the ipython notebooks in this blog series and the funcitons (See backend.py).