python_TensorFlow_yolov3-
https://www.cnblogs.com/wuzaipei/p/10631220.html
具体连接见: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