1、減小過擬合:數據增廣、正則化、droupout、提前終止、bagging方法。https://mp.csdn.net/postedit/100112018
2、損失函數:logistics loss、softmax loss、cross entropy loss的比較。
https://blog.csdn.net/yuechuen/article/details/70953796 (公式有幾處錯誤,見筆記)
https://blog.csdn.net/ziyouyi111/article/details/80598469
3、yolov1-v3模型https://www.cnblogs.com/makefile/p/YOLOv3.html
yolov2: https://blog.csdn.net/u014380165/article/details/77961414
yolov3: https://blog.csdn.net/leviopku/article/details/82660381
https://blog.csdn.net/qq_37541097/article/details/81214953
https://www.jianshu.com/p/d13ae1055302
4、SSD
https://blog.csdn.net/baidu_41848695/article/details/100023053
https://blog.csdn.net/u014696921/article/details/53698300
5、deep sort
特徵提取網絡論文筆記https://blog.csdn.net/TYUT_xiaoming/article/details/99773097
6、Inception