Job Description
We are looking for a Senior or a strong Mid-level ML Engineer to join our core team. Your mission is to develop and refine the AI algorithms that automatically generate precise 3D garment geometry and textures from 2D photos, using sewing patterns as an intermediary stage. You will be instrumental in transforming a manual process that currently takes hours into an automated one that takes minutes.
Requirements
- Algorithm Development: Create and optimize Deep Learning models for 2D-to-3D transformation, focusing on mesh structure and vertex topology.
- Architectural Design: Work with convolutional layers, autoencoders, transformers, and Generative Adversarial Networks (GANs).
- Data Engineering: Curate and augment datasets by blending real-world photography with synthetically generated data to ensure high model accuracy. Integration:
- Develop software modules using Python APIs for integration into professional 3D environments like Clo3D and Mar...