README.md

Deep Learning Papers Translation(CV)

Image Classification

• AlexNet
  ImageNet Classification with Deep Convolutional Neural Networks 中文版 中英文对照

• VGG
  Very Deep Convolutional Networks for Large-Scale Image Recognition 中文版 中英文对照

• ResNet
  Deep Residual Learning for Image Recognition 中文版 中英文对照

• GoogLeNet
  Going Deeper With Convolutions 中文版 中英文对照

• BN-GoogLeNet
  Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift 中文版 中英文对照

• Inception-v3
  Rethinking the Inception Architecture for Computer Vision 中文版 中英文对照

• SENet
  Squeeze-and-Excitation Networks 中文版 中英文对照

Object Detection

• YOLO
  You Only Look Once: Unified, Real-Time Object Detection 中文版 中英文对照

• SSD
  SSD: Single Shot MultiBox Detector 中文版 中英文对照

• YOLO9000
  YOLO9000: Better, Faster, Stronger 中文版 中英文对照

• Deformable-ConvNets
  Deformable Convolutional Networks 中文版 中英文对照

• Faster R-CNN
  Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks 中文版 中英文对照

• R-FCN
  R-FCN: Object Detection via Region-based Fully Convolutional Networks 中文版 中英文对照

• FPN
  Feature Pyramid Networks for Object Detection 中文版 中英文对照

OCR

• CRNN
  An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition 中文版 中英文对照

• CTPN
  Detecting Text in Natural Image with Connectionist Text Proposal Network 中文版 中英文对照

Mobile

• MobileNetV2
  MobileNetV2: Inverted Residuals and Linear Bottlenecks 中文版 中英文对照

Image Segmentation

• U-Net
  U-Net: Convolutional Networks for Biomedical Image Segmentation 中文版 中英文对照

GAN

• SRGAN
  Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network 中文版 中英文对照

• ESRGAN
  ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks 中文版 中英文对照