Internship: Synthetic Data Generation for Dental AI (Master)
Core
Develop a scalable pipeline for generating photorealistic synthetic intraoral images and automatic ground-truth labels from 3D jaws to validate tooth detection and instance segmentation models.
Role type
Master's level research intern (computer vision & 3D graphics)
Builds
Synthetic dental datasets with masks, depth, normals, and labels
Domain
Health technology / Dental AI / Computer Vision
Deliverable
production ML models
Required skills
Python, Deep Learning, Computer Vision, PyTorch, 3D modeling, Rendering
Preferred skills
Blender, 3D reconstruction, Generative AI
Responsibilities
Review 3D/synthetic dental data and rendering methods; Build data-generation pipelines from 3D jaws; Vary anatomy, camera pose, lighting, and materials; Export images with masks and labels; Train and evaluate tooth detection models; Draft technical notes or papers.