#poseestimation — Public Fediverse posts

Spannender Hintergrund-Artikel, der sich weniger um #Fußball als vielmehr um #PoseEstimation dreht, also der Modellierung der Skelett-Bewegungen aus 3d-Kamerabildern:

"Fußball-Europameisterschaft: So funktioniert das Spielertracking technisch"
https://www.heise.de/hintergrund/Fussball-Europameisterschaft-So-funktioniert-das-Spielertracking-technisch-7335609.html

#Tracking #ConnectedBall #Heise #OpenPose #MotionCapture

I've been working on a way to annotate in multiple views, with feedback for inconsistencies across views. There's still some way to go, but already it feels so cool after years of labeling only 2D views!
#neuroscience #annotation #PoseEstimation

Anyone here working on #PoseEstimation #animalbehavior #neuroethology ?

You may be interested in the free and open-source Python 🐍 package I’m currently working on, together with @adamltyson @bd_peri and others.

It’s called movement, and it’s made for analysing the pose tracks produced by pose estimation frameworks, like #DeepLabCut and #SLEAP.

Website: https://movement.neuroinformatics.dev
GitHub: https://github.com/neuroinformatics-unit/movement

It’s still in early development 🏗️ but we appreciate feedback/feature requests.

Check out the detailed thread on our team’s mastodon account: @neuroinformatics

Anyone here working on #PoseEstimation #animalbehavior #neuroethology ?

You may be interested in the free and open-source Python 🐍 package I’m currently working on, together with @adamltyson @bd_peri and others.

It’s called movement, and it’s made for analysing the pose tracks produced by pose estimation frameworks, like #DeepLabCut and #SLEAP.

Website: https://movement.neuroinformatics.dev
GitHub: https://github.com/neuroinformatics-unit/movement

It’s still in early development 🏗️ but we appreciate feedback/feature requests.

Check out the detailed thread on our team’s mastodon account: @neuroinformatics

Anyone here working on #PoseEstimation #animalbehavior #neuroethology ?

You may be interested in the free and open-source Python 🐍 package I’m currently working on, together with @adamltyson @bd_peri and others.

It’s called movement, and it’s made for analysing the pose tracks produced by pose estimation frameworks, like #DeepLabCut and #SLEAP.

Website: https://movement.neuroinformatics.dev
GitHub: https://github.com/neuroinformatics-unit/movement

It’s still in early development 🏗️ but we appreciate feedback/feature requests.

Check out the detailed thread on our team’s mastodon account: @neuroinformatics

Anyone here working on #PoseEstimation #animalbehavior #neuroethology ?

You may be interested in the free and open-source Python 🐍 package I’m currently working on, together with @adamltyson @bd_peri and others.

It’s called movement, and it’s made for analysing the pose tracks produced by pose estimation frameworks, like #DeepLabCut and #SLEAP.

Website: https://movement.neuroinformatics.dev
GitHub: https://github.com/neuroinformatics-unit/movement

It’s still in early development 🏗️ but we appreciate feedback/feature requests.

Check out the detailed thread on our team’s mastodon account: @neuroinformatics

Anyone here working on #PoseEstimation #animalbehavior #neuroethology ?

You may be interested in the free and open-source Python 🐍 package I’m currently working on, together with @adamltyson @bd_peri and others.

It’s called movement, and it’s made for analysing the pose tracks produced by pose estimation frameworks, like #DeepLabCut and #SLEAP.

Website: https://movement.neuroinformatics.dev
GitHub: https://github.com/neuroinformatics-unit/movement

It’s still in early development 🏗️ but we appreciate feedback/feature requests.

Check out the detailed thread on our team’s mastodon account: @neuroinformatics

First masto post! Time to stop lurking in the background :blobrat_peek:

Anyone here knows some good resources on video compression? How the various codecs work, what are the relevant tradeoffs etc.

For context, I have some grasp on image compression and the fundamentals of digital signal processing, but video compression has so far eluded me.

I’ve found this blogpost helpful http://blog.loopbio.com/video-io-1-introduction.html, so any posts/papers/courses in that vain would be highly appreciated.

#video #compression #PoseEstimation

Mediapipe's documentation is complicated. Here is a simple hand tracking example in #p5js.

https://editor.p5js.org/emnullfuenf/sketches/dk5EivjNa

#mediapipe #p5js #handtracking #poseestimation #creativecoding #processing

We launched our project page for 3D-MuPPET https://alexhang212.github.io/3D-MuPPET/.

A framework to estimate and track 3D poses of up to 10 #pigeons at interactive speed. We show that 3D-MuPPET also works in natural environments without model fine-tuning on additional annotations.

#MuPPET
#PoseEstimation
#3dpose
#tracking
#computervision
#collectivebehaviour
#UniKonstanz
#CBehav
#cv4animals

We are presenting two posters at #HCII2023 in Copenhagen next week.

"Preliminary Studies and Prototypes for Machine Learning based Evaluation of Surfers’ Performance on River Waves"

"Understanding a Symphony Orchestra by Reexperience in Virtual Reality"

https://2023.hci.international
#hcii #vr #machinelearning #poseestimation #surfing

We are presenting two posters at #HCII2023 in Copenhagen next week.

"Preliminary Studies and Prototypes for Machine Learning based Evaluation of Surfers’ Performance on River Waves"

"Understanding a Symphony Orchestra by Reexperience in Virtual Reality"

https://2023.hci.international
#hcii #vr #machinelearning #poseestimation #surfing

We are presenting two posters at #HCII2023 in Copenhagen next week.

"Preliminary Studies and Prototypes for Machine Learning based Evaluation of Surfers’ Performance on River Waves"

"Understanding a Symphony Orchestra by Reexperience in Virtual Reality"

https://2023.hci.international
#hcii #vr #machinelearning #poseestimation #surfing

We are presenting two posters at #HCII2023 in Copenhagen next week.

"Preliminary Studies and Prototypes for Machine Learning based Evaluation of Surfers’ Performance on River Waves"

"Understanding a Symphony Orchestra by Reexperience in Virtual Reality"

https://2023.hci.international
#hcii #vr #machinelearning #poseestimation #surfing

What is the latest research in quantifying animal movement and behavior?

I wrote down a detailed overview here, based on what I saw at CVPR this year:
https://writings.lambdaloop.com/posts/cv4animals-2023/

#PoseEstimation #animals #computervision #cvpr #cvpr2023 #neuroscience

I am currently writing a paper about the quality of different #machinelearning based 2D/3D pose estimation systems tracking surfers.

Challenges: Black matte suits, backlight, occlusion, perspective.

Recordings in winter are cold but fun. ;-)

#mediapipe #openpose #poseestimation

Getting really jazzed for #SICB2023 as I'm working on my talk. I have no idea if anyone else is working with #PoseEstimation in a more eco-evo space, but I'm really excited by its potential for high throughput behavior analysis in a totally species-agnostic context. If anyone else playing with this technique is going to SICB this year, please hit me up so we can have lunch or chat!

Okay, #introduction time.

I'm in the middle of a weird disciplinary leap right now but #neuroethology might be the right name. I did my PhD at UT Austin on #EnergyBalance and social context as factors in decisions about whether to signal in singing mice, with a pretty standard #BehavioralEcology perspective; currently, I'm working with #SLEAP and #PoseEstimation on mouse models of neurodivergence in the Grissom lab at UMN, experimenting with #BigData large scale behavioral collection.

Okay, #introduction time.

I'm in the middle of a weird disciplinary leap right now but #neuroethology might be the right name. I did my PhD at UT Austin on #EnergyBalance and social context as factors in decisions about whether to signal in singing mice, with a pretty standard #BehavioralEcology perspective; currently, I'm working with #SLEAP and #PoseEstimation on mouse models of neurodivergence in the Grissom lab at UMN, experimenting with #BigData large scale behavioral collection.

Okay, #introduction time.

I'm in the middle of a weird disciplinary leap right now but #neuroethology might be the right name. I did my PhD at UT Austin on #EnergyBalance and social context as factors in decisions about whether to signal in singing mice, with a pretty standard #BehavioralEcology perspective; currently, I'm working with #SLEAP and #PoseEstimation on mouse models of neurodivergence in the Grissom lab at UMN, experimenting with #BigData large scale behavioral collection.

Okay, #introduction time.

I'm in the middle of a weird disciplinary leap right now but #neuroethology might be the right name. I did my PhD at UT Austin on #EnergyBalance and social context as factors in decisions about whether to signal in singing mice, with a pretty standard #BehavioralEcology perspective; currently, I'm working with #SLEAP and #PoseEstimation on mouse models of neurodivergence in the Grissom lab at UMN, experimenting with #BigData large scale behavioral collection.

Okay, #introduction time.

I'm in the middle of a weird disciplinary leap right now but #neuroethology might be the right name. I did my PhD at UT Austin on #EnergyBalance and social context as factors in decisions about whether to signal in singing mice, with a pretty standard #BehavioralEcology perspective; currently, I'm working with #SLEAP and #PoseEstimation on mouse models of neurodivergence in the Grissom lab at UMN, experimenting with #BigData large scale behavioral collection.

Machine Learning Baby Monitor Prevents the Hunger Games - Newborn babies can be tricky to figure out, especially for first-time parents. Des... - https://hackaday.com/2022/07/23/machine-learning-baby-monitor-prevents-the-hunger-games/ #gesturerecognition #machinelearning #poseestimation #mediapipe #feeding #hunger #baby

Machine Learning Baby Monitor Prevents the Hunger Games - Newborn babies can be tricky to figure out, especially for first-time parents. Des... - https://hackaday.com/2022/07/23/machine-learning-baby-monitor-prevents-the-hunger-games/ #gesturerecognition #machinelearning #poseestimation #mediapipe #feeding #hunger #baby

Point Out Pup’s Packages with This Poop-Shooting Laser - When you’re lucky enough to have a dog in your life, you tend to overlook some of ... - https://hackaday.com/2022/05/24/point-out-pups-packages-with-this-poop-shooting-laser/ #machinelearning #poseestimation #homehacks #opencv #turret #laser #poop #dog #pet