模型筆記

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

https://blog.csdn.net/u011021773/article/details/80791650

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