Deep Learning Papers Translation(CV)

Image Classification

• AlexNet
  ImageNet Classification with Deep Convolutional Neural Networks
  中文版
  中英文對照

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

• ResNet
  Deep Residual Learning for Image Recognition
  中文版
  中英文對照

• GoogLeNet
  Going Deeper With Convolutions
  中文版
  中英文對照

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

• Inception-v3
  Rethinking the Inception Architecture for Computer Vision
  中文版
  中英文對照

• SENet
  Squeeze-and-Excitation Networks
  中文版
  中英文對照

Object Detection

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

• SSD
  SSD: Single Shot MultiBox Detector
  中文版
  中英文對照

• YOLO9000
  YOLO9000: Better, Faster, Stronger
  中文版
  中英文對照

• Deformable-ConvNets
  Deformable Convolutional Networks
  中文版
  中英文對照

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

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

• FPN
  Feature Pyramid Networks for Object Detection
  中文版
  中英文對照

OCR

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

• CTPN
  Detecting Text in Natural Image with Connectionist Text Proposal Network
  中文版
  中英文對照

Mobile

• MobileNetV2
  To be added.

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