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What if cows could have their own pose estimation model? 🐄 Cow pose estimation using Ultralytics YOLO26 Pose, with 20 keypoints trained on a custom dataset. The dataset is also available for testing directly in the Platform. Link 👇 Computer vision keeps getting more interesting. 👀 #Cow #Pose #MachineLearning

21,264 views • 15 days ago •via X (Twitter)

17 Comments

Muhammad Rizwan Munawar's profile picture
Muhammad Rizwan Munawar15 days ago

Dataset:

Rubén's profile picture
Rubén14 days ago

@ultralytics Holy cow!

Muhammad Rizwan Munawar's profile picture
Muhammad Rizwan Munawar14 days ago

@ultralytics Haha, yes ;(

fr34kΞth's profile picture
fr34kΞth14 days ago

@ultralytics I have a training set for you

Muhammad Rizwan Munawar's profile picture
Muhammad Rizwan Munawar14 days ago

@ultralytics Wow, nice, I would love to explore :)

Ultralytics's profile picture
Ultralytics15 days ago

Wow, nice pose 🐄

Muhammad Rizwan Munawar's profile picture
Muhammad Rizwan Munawar15 days ago

Thank you 😀

NachoAM's profile picture
NachoAM14 days ago

@ultralytics Hi Muhammad, great work on the cow pose model! I tested it and it looks promising. Could you share the names/order of its 20 keypoints (and the skeleton connections, if available)? Thanks!

Muhammad Rizwan Munawar's profile picture
Muhammad Rizwan Munawar14 days ago

@ultralytics Thanks alot :) Yes, the kpts connections and names can be found in the code available here:

NachoAM's profile picture
NachoAM14 days ago

@ultralytics Thank you so much! This is exactly what I needed. I really appreciate you sharing the script and the skeleton layout.

Muhammad Rizwan Munawar's profile picture
Muhammad Rizwan Munawar14 days ago

@ultralytics My pleasure :)

Vexl's profile picture
Vexl14 days ago

@ultralytics VEXL simplifies smart device prototyping

Muhammad Rizwan Munawar's profile picture
Muhammad Rizwan Munawar14 days ago

@ultralytics Wow, nice, I would love to explore!

Vexl's profile picture
Vexl14 days ago

@ultralytics That's great, but for now you can join our beta

frygorate's profile picture
frygorate14 days ago

@ultralytics kinda new to computer vision but why do some of the skeletons keep disappearing or become wildly inaccurate for a split second its kinda pissing me off? is there a fix for that?

Muhammad Rizwan Munawar's profile picture
Muhammad Rizwan Munawar14 days ago

@ultralytics I think more annotations could improve that :)

Rahul Deora's profile picture
Rahul Deora14 days ago

@ultralytics all this is meaningless. What is required is action recognition and good event description of long videos. Shipping these basic features not going to do much @muhammdrizwanmr

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