Philips
Internship: Synthetic Data Generation for Dental AI (Master) at Philips in Eindhoven
Job description
Job Title
Internship: Synthetic Data Generation for Dental AI (Master)
Job Description
Start Date: January/February 2027
Duration: minimum 6 months
Type: Internship
Weekly Presence: 40h (minimum 32h)
Location: Eindhoven
Internship: Synthetic Data Generation for Dental AI (Master)
Philips has a long history of successfully introducing innovative products to the market (lamps, CD players, medical imaging equipment, patient monitors, etc). Today, Philips is 100% health technology company with Data and AI being an integral part of Philips strategy. This internship develops a scalable pipeline for generating photorealistic synthetic intraoral images and automatic ground-truth labels from 3D jaws. Tooth detection and instance segmentation are the primary validation case. The same approach should also support other intraoral AI algorithms, such as gumline localization and detection of cavities or other oral conditions. Building on previous work in 3D jaw reconstruction and SAM mask generation/distillation, the project will quantify how synthetic data affects accuracy, robustness and the synthetic-to-real domain gap.
Your challenge: We are looking for an enthusiastic candidate who is passionate about computer vision, 3D graphics and deep learning.
Your team: You will be working in the R&D department of Philips Oral Healthcare in Eindhoven. The department works on…
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