├── .gitignore ├── README.md ├── 第01讲 介绍 ├── README.md └── assets │ ├── 1.png │ ├── 2.png │ └── 3.png ├── 第02讲 计算机视觉的分类 ├── README.md └── assets │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ └── 6.gif ├── 第03讲 环境搭建 ├── README.md └── assets │ ├── 1.png │ ├── 10.png │ ├── 11.png │ ├── 12.png │ ├── 13.png │ ├── 14.png │ ├── 15.png │ ├── 16.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ ├── 7.png │ ├── 8.png │ └── 9.png ├── 第04讲 深度学习的基本实现流程 ├── README.md └── assets │ ├── 1.png │ ├── 2.png │ ├── 3.jpg │ ├── 4.png │ ├── 5.png │ ├── 6.png │ └── 7.png ├── 第05讲 实战：PaddleX实现垃圾分类 ├── 188.jpg ├── README.md ├── assets │ └── 1.png ├── infer.py ├── rubbish │ ├── cls.py │ └── rename.py └── train.py ├── 第06讲 常用的运算操作 ├── README.md ├── assets │ ├── 1.gif │ ├── 10.png │ ├── 11.png │ ├── 2.gif │ ├── 3.gif │ ├── 4.gif │ ├── 5.png │ ├── 6.png │ ├── 7.jpg │ ├── 8.jpg │ └── 9.png └── test.py ├── 第07讲 实战：手写数字识别 ├── 7.png ├── README.md ├── assets │ ├── 1.png │ ├── 2.png │ ├── 3.png │ └── 4.png ├── model.py ├── test.py └── train.py ├── 第08讲 常用的卷积结构 ├── DSC.py ├── README.md ├── Residual.py ├── SE.py └── assets │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ └── 7.png ├── 第09讲 MobilenetV3网络详解 ├── PaddleClas-release-2.3 │ ├── 188.jpg │ ├── MobileNetV3_large_x1_0.yaml │ └── command.txt ├── README.md └── assets │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ └── 7.png ├── 第10讲 目标检测YOLOv3-backbone ├── README.md ├── assets │ ├── 1.png │ ├── 2.png │ ├── 3.jpg │ └── 4.png └── darknet.py ├── 第11讲 目标检测YOLOv3-neck、head ├── README.md ├── assets │ ├── 1.jpg │ ├── 2.png │ ├── 3.png │ └── 4.png ├── darknet.py ├── head.py ├── model.py └── neck.py └── 第12讲 实战：PaddleDeteciton实现目标检测 ├── Paddledetection_tutorial └── configs │ ├── datasets │ └── voc.yml │ ├── runtime.yml │ └── yolov3 │ ├── _base_ │ ├── optimizer_270e.yml │ ├── yolov3_darknet53.yml │ └── yolov3_reader.yml │ └── yolov3_darknet53_270e_voc.yml ├── README.md └── 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