Just released a simple open-source tool that uses classical ML to blend regions from multiple 3D meshes into new ones
Pick source meshes, paint regions, interpolate in latent space.

Great for learning how ML can work with geometry.

👉 github.com/lopezmauro/m...

#ml #3d #opensource #techart

🚀Repo Update!
Based on your feedback, I’ve added:
✨ Import/Export functionality
⏰ Custom train time range (for non-animated inputs)
🔄 Linear Regression often struggles with Euler rotations. I’ve added rotation matrix support
github.com/lopezmauro/m...
#MachineLearning #AutodeskMaya #ML #Rigging

Excited to share my PCA Blendshape Node for #AutodeskMaya

This educational tool lets you explore PCA (Principal Component Analysis), allowing you to choose how much to compress your data while optimizing performance and preserving detail.

github.com/lopezmauro/m...

#MachineLearning #ML #Rigging

🤖 Dive into ML in Autodesk Maya
I’ve made a repo with example ML nodes for Maya, starting with a Regression Node for linear regression inference. Perfect for learning & experimentation!

📂 Check it out: github.com/lopezmauro/m...

#MachineLearning #AutodeskMaya #ML #Rigging #CharacterTD

You think you know… but you have no idea. Naughty Dog’s 5th franchise is our wildest adventure. We cannot wait to show you more!

Super proud and happy to be able to finally show this project and showcase the in-game Realtime ML facial and cloth tech that I've working on 🤓

#Rigging #MachineLearning #ML #CharacterTD #Intergalactic #NaughtyDog

youtu.be/o7TVPoxwi74?...

Neural networks might be stealing the spotlight, but classical machine learning is still a powerful and accessible tool for smarter, faster rigging workflows. In this thread, I’ll share three cool ML examples you can use right now 🧵👀

#Rigging #MachineLearning #ML #CharacterTD

💡 Did you know? Neural network libraries like PyTorch can act as general-purpose approximators without building a network.

Just optimize a tensor with losses to solve tasks such a mesh matching with constraints. Continue on🧵

#MachineLearning
#NeuralNetworks
#TechInnovation
#Rigging
#CharacterTD

Locked in the zone, working hard... then I feel it on my neck: the undeniable presence behind me. The Attention Seeker has arrived.

Key Takeaways for Neural Networks Driving Joints:

After experimenting with neural networks for joint rotations, here are a few lessons I’ve learned

Have you tried similar methods? Let’s discuss!
#MachineLearning #DeepLearning #NeuralNetworks #AnimationTech #Rigging