Urs Waldmann · @ursNwaldmann
17 followers · 46 posts · Server sigmoid.social

Check out our latest pre-print on sciencecast.org/casts/8g1z2dov

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

#arxiv #pigeons #muppet #PoseEstimation #3dpose #tracking #computervision #CollectiveBehaviour #uniKonstanz #cbehav #cv4animals

Last updated 1 year ago

Urs Waldmann · @ursNwaldmann
17 followers · 49 posts · Server sigmoid.social
Erin Giglio · @eringiglio
189 followers · 265 posts · Server ecoevo.social

Getting really jazzed for as I'm working on my talk. I have no idea if anyone else is working with 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!

#sicb2023 #PoseEstimation

Last updated 2 years ago

· @dmvrg
102 followers · 43 posts · Server sigmoid.social

[Apple] NeuMan: Neural Human Radiance Field from a Single Video

“We propose a novel framework to reconstruct the human and the scene that can be rendered with novel human poses and views from just a single in-the-wild video. Given a video captured by a moving camera, we train two NeRF models: a human NeRF model and a scene NeRF model."

youtube.com/watch?v=zEWuSxUsbE
machinelearning.apple.com/rese

#ai #machinelearning #nerf #PoseEstimation #apple

Last updated 2 years ago

Erin Giglio · @eringiglio
48 followers · 89 posts · Server ecoevo.social

Okay, time.

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

#introduction #neuroethology #energybalance #BehavioralEcology #SLEAP #PoseEstimation #bigdata

Last updated 2 years ago