Concepedia

Visual identification of individual Holstein-Friesian cattle via deep metric learning

William Andrew, Jing Gao, Siobhan Mullan, Neill Campbell, Andrew W. Dowsey, Tilo Burghardt

Computers and Electronics in Agriculture · 2021 · 163 citations · 69 references

Open access

Concepts

ComputingAnimal SciencesComputer ScienceComputer VisionMachine LearningMachine VisionAgricultural Machine VisionAnimal IdentificationDeep LearningObject RecognitionRepresentation LearningAutomated Individual Animal RecognitionComputer Vision For LivestockDeep Learning-based IdentificationDeep Metric LearningIndividual Animal IdentificationVisual Animal Identification

References

69

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 61.8K citations

Computing, Computer Science, Computer Vision +12

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

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13