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DeepLearning-TensorFlow2.0

前言

在这个项目中,我将使用谷歌TensorFlow2.0框架逐一复现经典的卷积神经网络:LeNet-5、AlexNet、VGG系列、GooLeNet、ResNet 系列、DenseNet 系列,以及现在比较流行的:RCNN系列、SSD、YOLO系列等。

教程目录

  • 图像分类任务
       1. 手写数字识别FirstNet(已完成)
       2. 快速搭建卷积网络FastNet(已完成)
       3. LeNet-5(已完成)
       4. AlexNet(已完成)
       5. VGG系列(已完成)
       6. GooLeNet(已完成)
       7. ResNet系列(已完成)
       8. DenseNet系列(已完成)

  • 目标检测任务
       1. RCNN系列
       2. SSD
       3. YOLO系列

项目环境

  • Anaconda3
  • Python3.6 & 3.7
  • PyCharm2018 & 2019
  • Tensorflow2.0

项目帮助

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