深度学习常用数据集

xiaoxiao2021-02-28  37

ImageNet http://www.image-net.org/

Microsoft的COCO http://mscoco.org/

CIFAR-10和CIFAR-100 https://www.cs.toronto.edu/~kriz/cifar.html

PASCAL VOC http://host.robots.ox.ac.uk/pascal/VOC/

常用预训练模型池: https://github.com/BVLC/caffe/wiki/Model-Zoo

AlexNet: AlexNet 代码及模型(Caffe) https://github.com/BVLC/caffe/tree/master/models/bvlc_alexnet 微调AlexNet以适应任意数据集(Tensorflow) https://github.com/kratzert/finetune_alexnet_with_tensorflow

VGG: VGG-16 官方代码和ILSVRC模型(Caffe) https://gist.github.com/ksimonyan/211839e770f7b538e2d8 VGG-19 官方代码和ILSVRC模型(Caffe) https://gist.github.com/ksimonyan/3785162f95cd2d5fee77 Tensorflow版 VGG-16/VGG-19 https://github.com/machrisaa/tensorflow-vgg

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