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deep_learning's Introduction

深度学习 ing

图像分类模型----正在学习和整理

数据集

  • MNIST ---> 图片大小为 28 * 28 * 1
  • FashionMNIST ---> 图片大小为 28 * 28 * 1 (灰度图)
  • CIFAR-10/100 ---> 图片大小为 32 * 32* 3(RGB)
  • ImageNet ---> 数据集太大，以后再说吧

模型

  • AlNet
  • AlexNet
  • VGGNet
  • GoogleNet
  • ResNet
  • ResNeXt
  • MobileNet_V1_V2
  • MobileNet_V3
  • ShuffleNet_V1_V2
  • EfficientNet_V1
  • EfficientNet_V2
  • RepVGG
  • Vision Transformer
  • Swin Transformer
  • ConvNeXt
  • MobileViT

目标检测，待学习

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