Analyzing and Advancing image segmentation Data & Applying RL for Multi-stage learning

I'm looking for someone adept in the domain of deep learning - specifically image segmentation using either instance or semantic segmentation. The project involves Dental x-ray images; hence, previous experience with them, and an understanding of their unique features would be greatly beneficial.

Key Responsibilities:

- Utilize generative AI and reinforcement learning for the image segmentation process
- Analyzing the data before training the model, to see how many data should be included in first stage of training.
- Employ advanced methodologies to improve either instance or semantic segmentation results

Desired Skills and Experience:
- Proficiency in Deep Learning, Generative AI, and Reinforcement Learning
- Experience in using AI for image segmentation, specifically semantic or instance segmentation
- Familiarity or prior work with medical images

I need a professional who can innovate and keep up with the fast-paced world of AI. If you're in possession of the required skills and experiences, please get in touch!

The data will be shared once the we agree and award the project.