Comparison of Hand Pose Estimation Performance Between Lightning Pose and DeepLabCut

This paper presents a comparative study of two methods: Lightning Pose and DeepLabCut. Lightning Pose, a recent innovation, integrates advanced spatiotemporal models and semi-supervised learning to improve accuracy in dynamic settings. DeepLabCut, a w

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Published
2025-09-19
DOI
https://doi.org/10.36227/techrxiv.175825674.48714728/v1
Primary Topic
Hand Gesture Recognition Systems
Type
article
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article

Comparison of Hand Pose Estimation Performance Between Lightning Pose and DeepLabCut

Jamil Hanouneh
Hand Gesture Recognition Systems
article

Comparison of Hand Pose Estimation Performance Between Lightning Pose and DeepLabCut

Jamil Hanouneh
article en

Abstract

This paper presents a comparative study of two methods: Lightning Pose and DeepLabCut. Lightning Pose, a recent innovation, integrates advanced spatiotemporal models and semi-supervised learning to improve accuracy in dynamic settings. DeepLabCut, a w

Friedrich Schiller University Jena (DE)
Openalex Percentile: Top 75%
Hand Gesture Recognition Systems
DOIOpen Access PDFOpenAlex
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Comparison of Hand Pose Estimation Performance Between Lightning Pose and DeepLabCut — Jamil Hanouneh · (2025) | TGRS Research Map | TGRS