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Keywords: DeepLabCut
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Journal Articles
J Exp Biol jeb.244540.
Published: 11 August 2022
... invasive implanted markers or time consuming manual rotoscoping for x-ray video approaches. We examined the use of a machine learning tool, DeepLabCut, to perform automated, markerless tracking in bi-planar x-ray videos of locomoting rats. Models were trained on 590 pairs of video frames to identify 19...
Journal Articles
J Exp Biol (2022) 225 (9): jeb243998.
Published: 12 May 2022
...Dalton D. Moore; Jeffrey D. Walker; Jason N. MacLean; Nicholas G. Hatsopoulos ABSTRACT To reveal the neurophysiological underpinnings of natural movement, neural recordings must be paired with accurate tracking of limbs and postures. Here, we evaluated the accuracy of DeepLabCut (DLC), a deep...
Includes: Supplementary data
Journal Articles
J Exp Biol (2020) 223 (17): jeb226720.
Published: 4 September 2020
...J.D. Laurence-Chasen; Armita R. Manafzadeh; Nicholas G. Hatsopoulos; Callum F. Ross; Fritzie I. Arce-McShane ABSTRACT Marker tracking is a major bottleneck in studies involving X-ray reconstruction of moving morphology (XROMM). Here, we tested whether DeepLabCut, a new deep learning package built...
Includes: Supplementary data