A CNN toolbox with kinds of tricks and experiences for building and traing CNN models

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
cifar-10		cifar-10
CNN_quick_build_and_train_for_four_different_structures.ipynb		CNN_quick_build_and_train_for_four_different_structures.ipynb
README.md		README.md
SSD-用于实时处理的单目多框检测器.ipynb		SSD-用于实时处理的单目多框检测器.ipynb
mAP.ipynb		mAP.ipynb
使用PyTorch解决几乎所有的图像分类问题.ipynb		使用PyTorch解决几乎所有的图像分类问题.ipynb
基于YOLO的实时物体检测.ipynb		基于YOLO的实时物体检测.ipynb
理解基于区域的物体检测模型（Faster R-CNN, R-FCN, FPN）.ipynb		理解基于区域的物体检测模型（Faster R-CNN, R-FCN, FPN）.ipynb
理解并实现ResNet和ResNext-Part1.ipynb		理解并实现ResNet和ResNext-Part1.ipynb
理解并实现ResNet和ResNext-Part2.ipynb		理解并实现ResNet和ResNext-Part2.ipynb
简介单步物体检测器SSD,YOLOv3,FPN&RetinaNet.ipynb		简介单步物体检测器SSD,YOLOv3,FPN&RetinaNet.ipynb

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