An optimized railway fastener detection method based on modified Faster R-CNN

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

Ross Girshick, Jeff Donahue, Trevor Darrell et al. · 2014 · 31.2K citations

Convolutional Neural Network, Engineering, Machine Learning +17

Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár et al. · 2017 · 27.9K citations

Object Instance Segmentation, Scene Analysis, Machine Vision +13

Fast R-CNN

Ross Girshick · 2015 · 27.2K citations

Image Classification, Convolutional Neural Network, Image Analysis +11

YOLOv4: Optimal Speed and Accuracy of Object Detection

Alexey Bochkovskiy, Chien-Yao Wang, Hong-Yuan Mark Liao · arXiv (Cornell University) · 2020 · 10.4K citations · Full text

Data Augmentation, Convolutional Neural Network, Machine Vision +15

EfficientDet: Scalable and Efficient Object Detection

Mingxing Tan, Ruoming Pang, Quoc V. Le · 2020 · 7.9K citations

Convolutional Neural Network, Machine Vision, Image Analysis +14