Yumi's Blog

Part 4 Object Detection using YOLOv2 on Pascal VOC2012 - loss

experiencor/keras-yolo2's YOLO V2 loss

YOLO v2 loss funciton

This is the fourth blog post of Object Detection with YOLO blog series. This blog discusses the YOLO's loss funciton. This will be the most intense blog post in Object Detection with YOLO blog series. as loss function of YOLO is quite complex. So please get excited! For demonstration of the code, I will agian use PASCAL VOC2012 data. This blog assumes that the readers have read the previous blog posts - Part 1

Part 2 Object Detection using YOLOv2 on Pascal VOC2012 - input and output encoding

Screen Shot 2018-12-26 at 3.21.01 PM The screenshot of Andrew Ng's YOLO lecture

This is the second blog post of Object Detection with YOLO blog series. This blog discusses the YOLO's input and output encoding. I will use PASCAL VOC2012 data.

This blog assumes that the readers have watched Andrew Ng's YOLO lectures on youtube. Specifically, the following 5 videos. Each of these videos are (of course free and) about 10 minutes and in total it takes less than 45 minitues. So please watch through all the videos.