What foundation does Yolo need? How to learn Yolo?

YOLO Getting started requires a little RCNN The basis of , hold RCNN( Unwanted Faster RCNN) I see. , Then learn very easily .

Relative classification tasks , The learning threshold of target detection task is higher . Get yolov5 Open source code , It is difficult to understand and learn thoroughly ,

Here is a summary of my study yolov5 Some experience of code ：

1、 Master led in

Want yourself from 0 Learn through yolov5 It is difficult to , You can start with B Find some videos of code talk on the station , Get familiar with the general process .

2、 Add log Print unclear data or process . At this time, we should mainly , With minimal training / Validate data to speed up log Printing of .

3、 The abbreviated variable name in the code , In particular, many single letter variable names , Change to full name , Or a name you can see at a glance .

4、 The best way to really understand a concept is to implement it

about yolov5, Write your own network model / Various components of the model , Pretreatment process ,loss And so on .

Project practice

5、 Find a target detection project that you are interested in , Personally debug the code , In the process of solving the problem , To deepen the yolov5 All kinds of

matters needing attention ,tricks The understanding of the .

Recommend a b Stations YOLO Introductory learning course ：
Learned to YOLO Can do many outrageous things 【B The most complete station YOLO course 】YOLOv1/v2/v3/v4/v5/v6/v7/ object detection / The image processing / Artificial intelligence /AI/ Algorithm / Deep learning _ Bili, Bili _bilibili

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