Using DeepLabCut for 3D markerless pose estimation across species and behaviors
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Biochemistry, Genetics and Molecular Biology
Link
http://www.nature.com/articles/s41596-019-0176-0.pdf
Reference60 articles.
1. Ilg, E. et al. FlowNet 2.0: evolution of optical flow estimation with deep networks. 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 1647–1655 (2017).
2. Toshev, A. & Szegedy, C. DeepPose: human pose estimation via deep neural networks. 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVVR) 1653–1660 (2014).
3. Levine, S., Pastor, P., Krizhevsky, A., Ibarz, J. & Quillen, D. Learning hand-eye coordination for robotic grasping with deep learning and large-scale data collection. Int. J. Robot. Res. 37, 421–436 (2018).
4. Wainberg, M., Merico, D., Delong, A. & Frey, B. J. Deep learning in biomedicine. Nat. Biotechnol. 36, 829–838 (2018).
5. LeCun, Y., Bengio, Y. & Hinton, G. Deep learning. Nature 521, 436–444 (2015).
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