Concepedia

Using DeepLabCut for 3D markerless pose estimation across species and behaviors

Tanmay Nath, Alexander Mathis, An Chi Chen, Amir Patel, Matthias Bethge, Mackenzie Weygandt Mathis

Nature Protocols · 2019 · 1.6K citations · 47 references

Open access

Concepts

ComputingComputer ScienceNeuroscienceAnimal BehaviorComputer VisionFeature EngineeringAnimal TrackingDeep LearningPose Estimation3D Pose EstimationAnimal Pose EstimationGraphical User InterfacesHuman Pose EstimationPose Tracking

References

47

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 Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su et al. · International Journal of Computer Vision · 2015 · 40.2K citations

Computing, Computer Science, Computer Vision +9

Matplotlib: A 2D Graphics Environment

John D. Hunter · Computing in Science & Engineering · 2007 · 39.6K citations

Computing, Computer Science, Visualization +17

Data Structures for Statistical Computing in Python

Wes McKinney · Proceedings of the Python in Science Conferences · 2010 · 11.3K citations · Full text

Natural Sciences, Computer Science, Finance +10

Biomechanics and motor control of human movement

Choice Reviews Online · 1990 · 8.5K citations

Education, Anatomy, Kinesiology +17