Detection and enumeration of wheat grains based on a deep learning method under various scenarios and scales

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 214.9K citations · Full text

Image Classification, Deep Neural Networks, Machine Vision +14

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

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 22.5K citations

Engineering, Machine Learning, Knowledge Transfer +14

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 11.2K citations

Convolutional Neural Network, Engineering, Machine Learning +19

Using Deep Learning for Image-Based Plant Disease Detection

Sharada P. Mohanty, David Hughes, Marcel Salathé · Frontiers in Plant Science · 2016 · 4.1K citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +16