JMIR Formative Res: Quantifying Similarities Between MediaPipe and a Known Standard to Address Issues in Tracking 2D Upper Limb Trajectories: Proof of Concept Study #MediaPipe #ArtificialIntelligence #MotionTracking #UpperLimbMovements #PoseEstimation

🔓 I'm enthusiastic about #openscience, especially tool development and open infrastructure. I develop software, mostly with #rstats and contribute my time to community projects like #poseestimation software. Additionally, I dabble with hardware development, from 3D printing to electronics.

✅ Applications of #ML in #gait #walking & #running and #sports #biomechanics
✅ Approaches for #PoseEstimation, #FeatureEstimation, #EventDetection, #DataExploration and #Clustering and automated #Classification
✅ Challenges such as lack of data & annotation availability and #explainability

DeepLabCut has demonstrated high performance on professional skiers, but how does it handle snowboarders who spend more time eating snow than riding? 🤭
Despite a very small training dataset, the output is surprisingly promising! @deeplabcut.bsky.social

#PoseEstimation #Snowboarding

New data collection with multiple #Arduino Nicla and Apple Watches on wet concrete. February...
#poseestimation #machinelearning #imu #skateboarding

Updated on arXiv: it’s a pretty big overhaul of presentation and new results, plus even better model performance for quadrupeds! #PoseEstimation #ComputerVision #neuroscience #MachineLearning 👩🏻‍🔬🧪

http://arxiv.org/abs/2203.07436

SCOPE improves sim-to-real pose estimation, achieving a 31.9% gain on the 5°/5 cm metric and 100% grasp success on unseen object categories. Read more: https://getnews.me/scope-boosts-sim2real-object-pose-estimation-with-semantic-diffusion/ #scope #poseestimation #robotics

#NewResearchAlert
"Exploring pose estimation as a tool for the assessment of brush use patterns in dairy cows" by Högberg et al. Get the full paper here: www.applied-ethology.org/Papers_by_Me...

#poseestimation #dairycattle #brushingbehaviour