markerless mocap is wild. this is just with my webcam
August 16, 2026 at 4:16 AM
markerless mocap is wild. this is just with my webcam
trying out the various single-cam, markerless mocap systems. Quickmagic really captures my big ass nicely. 🍑❤️
June 12, 2025 at 10:30 AM
trying out the various single-cam, markerless mocap systems. Quickmagic really captures my big ass nicely. 🍑❤️
Markerless blank canvas
August 2, 2025 at 8:10 PM
Markerless blank canvas
We're thrilled to introduce ATHENA: Automatically Tracking Hands Expertly with No Annotations – our open-source, Python-based toolbox for 3D markerless hand tracking!
Paper: www.biorxiv.org/content/10....
Paper: www.biorxiv.org/content/10....
August 16, 2025 at 12:49 AM
We're thrilled to introduce ATHENA: Automatically Tracking Hands Expertly with No Annotations – our open-source, Python-based toolbox for 3D markerless hand tracking!
Paper: www.biorxiv.org/content/10....
Paper: www.biorxiv.org/content/10....
first test of full body markerless mocap with my phone...just a regular degular phone video of me in my driveway
August 16, 2026 at 5:14 AM
first test of full body markerless mocap with my phone...just a regular degular phone video of me in my driveway
Soulart Station is now LIVE on Kickstarter! 🎉
Markerless on-device full-body tracking without wearable trackers.
Thank you so much to everyone who has waited for and supported us.
Back us here!
kick.soulart.net
Markerless on-device full-body tracking without wearable trackers.
Thank you so much to everyone who has waited for and supported us.
Back us here!
kick.soulart.net
September 19, 2026 at 3:00 PM
Soulart Station is now LIVE on Kickstarter! 🎉
Markerless on-device full-body tracking without wearable trackers.
Thank you so much to everyone who has waited for and supported us.
Back us here!
kick.soulart.net
Markerless on-device full-body tracking without wearable trackers.
Thank you so much to everyone who has waited for and supported us.
Back us here!
kick.soulart.net
saw that new too-good-to-be-true markerless motion capture tech, and the training data is fucking amazing
June 6, 2026 at 7:41 AM
saw that new too-good-to-be-true markerless motion capture tech, and the training data is fucking amazing
If you're at #NCMPan25 this coming week check out Dan's poster on our markerless hand tracking software, ATHENA: Automatically Tracking Hands Expertly with No Annotations
April 26, 2025 at 2:20 PM
If you're at #NCMPan25 this coming week check out Dan's poster on our markerless hand tracking software, ATHENA: Automatically Tracking Hands Expertly with No Annotations
Top of the month is one of the best times to join my Patreon, where you'll get all the goodies, including the "markerless" version later in March! 👀
www.patreon.com/c/BeneceaDraws
www.patreon.com/c/BeneceaDraws
March 1, 2025 at 7:07 PM
Top of the month is one of the best times to join my Patreon, where you'll get all the goodies, including the "markerless" version later in March! 👀
www.patreon.com/c/BeneceaDraws
www.patreon.com/c/BeneceaDraws
Pretty pleased about this work arxiv.org/abs/2502.06486 with @sinzlab.bsky.social showing how we can infer kinematic confidence intervals from multiview markerless motion capture.
At least for our purposes, methods like this are equally important to traditional validation studies. #BiomechSky
At least for our purposes, methods like this are equally important to traditional validation studies. #BiomechSky
Biomechanical Reconstruction with Confidence Intervals from Multiview Markerless Motion Capture
Advances in multiview markerless motion capture (MMMC) promise high-quality movement analysis for clinical practice and research. While prior validation studies show MMMC performs well on average, the...
arxiv.org
February 11, 2025 at 12:48 PM
Pretty pleased about this work arxiv.org/abs/2502.06486 with @sinzlab.bsky.social showing how we can infer kinematic confidence intervals from multiview markerless motion capture.
At least for our purposes, methods like this are equally important to traditional validation studies. #BiomechSky
At least for our purposes, methods like this are equally important to traditional validation studies. #BiomechSky
Third-person rewrite: The team showcases a MetaHuman Animator demo featuring markerless motion capture.
#motioncapture #gamedev #gamedevelopment #indiedev
#motioncapture #gamedev #gamedevelopment #indiedev
MetaHuman Animator Markerless Motion Capture Demo
Learn how to create MetaHuman character animation from your own vid...
www.youtube.com
September 11, 2026 at 12:11 PM
Third-person rewrite: The team showcases a MetaHuman Animator demo featuring markerless motion capture.
#motioncapture #gamedev #gamedevelopment #indiedev
#motioncapture #gamedev #gamedevelopment #indiedev
now that decent quality markerless mocap is within my grasp i sorta wish i was physically fit and agile. guess i'll make a stealth action game about a 36 year old chronically ill somewhat overweight superspy
September 7, 2026 at 2:45 AM
now that decent quality markerless mocap is within my grasp i sorta wish i was physically fit and agile. guess i'll make a stealth action game about a 36 year old chronically ill somewhat overweight superspy
Doing some experimentation with Markerless Motion Capture"
I'm using BlendCap for video motion tracking and retargeting it to an AutoRig, then cleaning it up with Animation Layers, and adding GooPhysics for secondary motion.
Honestly a really cool workflow, and some great results!
I'm using BlendCap for video motion tracking and retargeting it to an AutoRig, then cleaning it up with Animation Layers, and adding GooPhysics for secondary motion.
Honestly a really cool workflow, and some great results!
September 11, 2026 at 4:17 PM
Doing some experimentation with Markerless Motion Capture"
I'm using BlendCap for video motion tracking and retargeting it to an AutoRig, then cleaning it up with Animation Layers, and adding GooPhysics for secondary motion.
Honestly a really cool workflow, and some great results!
I'm using BlendCap for video motion tracking and retargeting it to an AutoRig, then cleaning it up with Animation Layers, and adding GooPhysics for secondary motion.
Honestly a really cool workflow, and some great results!
#ue5 getting Markerless Mocap is a feature my router has had for a while now...
#buildinpublic #indiedev #solodev
#buildinpublic #indiedev #solodev
June 27, 2026 at 12:48 PM
#ue5 getting Markerless Mocap is a feature my router has had for a while now...
#buildinpublic #indiedev #solodev
#buildinpublic #indiedev #solodev
this example is no markers, 4 iphones (no lidar - just camera output)
i'd need to learn some shit to grasp what's going on here but it seems clever. i wonder about the compute cost. it's on github if anyone wants to give it a go (not licensed for commercial use)
mamma.is.tue.mpg.de
i'd need to learn some shit to grasp what's going on here but it seems clever. i wonder about the compute cost. it's on github if anyone wants to give it a go (not licensed for commercial use)
mamma.is.tue.mpg.de
MAMMA: Markerless Accurate Multi-person Motion Acquisition
MAMMA: Markerless Accurate Multi-person Motion Acquisition. A markerless motion-capture pipeline that accurately recovers SMPL-X parameters from multi-view video.
mamma.is.tue.mpg.de
June 6, 2026 at 7:45 AM
this example is no markers, 4 iphones (no lidar - just camera output)
i'd need to learn some shit to grasp what's going on here but it seems clever. i wonder about the compute cost. it's on github if anyone wants to give it a go (not licensed for commercial use)
mamma.is.tue.mpg.de
i'd need to learn some shit to grasp what's going on here but it seems clever. i wonder about the compute cost. it's on github if anyone wants to give it a go (not licensed for commercial use)
mamma.is.tue.mpg.de
could be promising?? www.kickstarter.com/projects/sou...
Coming soon: Soulart Station: The First Markerless Tracker for You
All-in-One Markerless Tracking for VR Users, Indie Creators, and Motion Capture Professionals
www.kickstarter.com
September 18, 2026 at 5:47 PM
could be promising?? www.kickstarter.com/projects/sou...
Automated behavioral segmentation and markerless pose tracking of mice during spaceflight https://www.biorxiv.org/content/10.64898/2026.04.30.721950v1
May 5, 2026 at 3:16 PM
Automated behavioral segmentation and markerless pose tracking of mice during spaceflight https://www.biorxiv.org/content/10.64898/2026.04.30.721950v1
Real-time markerless face and hand tracking using TouchDesigner and Blender.
#Realtime
#Blender
#b3d
#TouchDesigner
#MediaPipe
#mixedreality
#handtracking
#Realtime
#Blender
#b3d
#TouchDesigner
#MediaPipe
#mixedreality
#handtracking
February 20, 2025 at 3:58 PM
Real-time markerless face and hand tracking using TouchDesigner and Blender.
#Realtime
#Blender
#b3d
#TouchDesigner
#MediaPipe
#mixedreality
#handtracking
#Realtime
#Blender
#b3d
#TouchDesigner
#MediaPipe
#mixedreality
#handtracking
Markerless tracking shouldn’t feel like a coding project!
We released TrackStudio (arxiv.org/abs/2511.07624), a fully graphical, open-source toolkit for markerless human motion tracking. It enables use of current 2D/3D tools and video synchronisation without coding.
We released TrackStudio (arxiv.org/abs/2511.07624), a fully graphical, open-source toolkit for markerless human motion tracking. It enables use of current 2D/3D tools and video synchronisation without coding.
November 17, 2025 at 1:29 PM
Markerless tracking shouldn’t feel like a coding project!
We released TrackStudio (arxiv.org/abs/2511.07624), a fully graphical, open-source toolkit for markerless human motion tracking. It enables use of current 2D/3D tools and video synchronisation without coding.
We released TrackStudio (arxiv.org/abs/2511.07624), a fully graphical, open-source toolkit for markerless human motion tracking. It enables use of current 2D/3D tools and video synchronisation without coding.
Couple this with my sucrose selection system and you get antibiotic-free cloning AND chromosomal integration. Working toward a whole suite of sugar-selected tools from bacteria all the way to plant engineering. No antibiotics. No herbicides. Markerless transgenics for them kids to learn with.
I know it's not that impressive or new, but I'm weirdly proud that I was able to make a stable genomic integration without an antibiotic marker. If sequencing comes back as expected, this will be my first strain engineering success. Happy lil milestone 💚🦠🌈
March 13, 2025 at 1:39 AM
Couple this with my sucrose selection system and you get antibiotic-free cloning AND chromosomal integration. Working toward a whole suite of sugar-selected tools from bacteria all the way to plant engineering. No antibiotics. No herbicides. Markerless transgenics for them kids to learn with.
Over the last few years we have been developing methods for markerless motion capture of biomechanics and getting them into the clinics, such as at @abilitylab.bsky.social.
We are now developing foundation models from these large datasets and testing what this enables. Two recent preprints:
We are now developing foundation models from these large datasets and testing what this enables. Two recent preprints:
May 27, 2025 at 9:36 PM
Over the last few years we have been developing methods for markerless motion capture of biomechanics and getting them into the clinics, such as at @abilitylab.bsky.social.
We are now developing foundation models from these large datasets and testing what this enables. Two recent preprints:
We are now developing foundation models from these large datasets and testing what this enables. Two recent preprints:
Hello all, nice to see a reinvigorated biomechanics community over here. I'm involved with projects on markerless mocap, knee injuries, load monitoring, spm/power analysis, gait and more. Looking forward to discussing biomechanics with you all.
November 17, 2024 at 1:28 PM
Hello all, nice to see a reinvigorated biomechanics community over here. I'm involved with projects on markerless mocap, knee injuries, load monitoring, spm/power analysis, gait and more. Looking forward to discussing biomechanics with you all.
Free and open source markerless motion capture of a runner on a treadmill! Reconstructed from 6 webcams using FreeMoCap v1.7.2 #freemocap #blender #motioncapture #mocap #animation #biomechanics
January 12, 2026 at 10:19 PM
Free and open source markerless motion capture of a runner on a treadmill! Reconstructed from 6 webcams using FreeMoCap v1.7.2 #freemocap #blender #motioncapture #mocap #animation #biomechanics
Congratulations to @alexhhchan.bsky.social 🎊🎊 who defended his thesis "Computer vision in animal behaviour: Markerless approaches to fine-scaled behaviour quantification in birds"🐦⬛🐦 supervised by Fumihiro Kano!!
December 1, 2025 at 5:09 PM
Congratulations to @alexhhchan.bsky.social 🎊🎊 who defended his thesis "Computer vision in animal behaviour: Markerless approaches to fine-scaled behaviour quantification in birds"🐦⬛🐦 supervised by Fumihiro Kano!!
Day 1 of @ecssofficial.bsky.social is done, where I presented some of our work @carnegiesport.bsky.social on markerless motion capture #ECSS2025
July 1, 2025 at 6:35 PM
Day 1 of @ecssofficial.bsky.social is done, where I presented some of our work @carnegiesport.bsky.social on markerless motion capture #ECSS2025