Fine-grained vehicle type classification using lightweight convolutional neural network with feature optimization and joint learning strategy

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · arXiv (Cornell University) · 2015 · 18.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Squeeze-and-Excitation Networks

Jie Hu, Li Shen, Samuel Albanie et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 12.5K citations

Computing, Computer Science, Computer Vision +11

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Andrew Howard, Menglong Zhu, Bo Chen et al. · arXiv (Cornell University) · 2017 · 9.9K citations · Full text

Computing, Computer Science, Computer Vision +11

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin et al. · 2018 · 9K citations

Computing, Computer Science, Computer Vision +15

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size

Forrest Iandola, Song Han, Matthew W. Moskewicz et al. · arXiv (Cornell University) · 2016 · 5.9K citations · Full text

Computing, Computer Engineering, Computer Science +11