Medical images classification, segmentation and detection in VR
- Mentors
- sunbiz, Priyanshu Sinha, Namrata Nehete
- Organization
- LibreHealth
- Technologies
- python, tensorflow, pytorch
- Topics
- medicine, vr, deep learning
My project is a development of 3 computer vision models:
1. A model for workflow classification;
2. A model for medical equipment detection;
3. A model for scene segmentation (segmenting organs and surgical Tools);
NB: I have found out that there is a lack of VR medical imaginary datasets. That is why I suggest to use domain adaptation technique for developing ML models. In other words, I suggest to compare two approach: transforming ordinary images to make them similar to VR images, transforming VR images to adopt them to the original data domain.