Identifying algae cells
Provectus Algae
Computer vision that identifies algae cells across microscopes of any resolution, magnification and lighting. We helped patent the automated cell analyser behind it.
PatentedAlgae cell identification · Biotech · Provectus Algae, Australia
- Client
- Provectus Algae
- Industry
- Biotech
- Country
- Australia
- Discipline
- Data Science & Engineering
- Our role
- Computer vision
- Technology
- Python
- PyTorch
- U-Net
- YOLO
The challenge
Images come from different microscopes, so resolution, magnification and lighting change from one sample to the next. The algorithm has to work regardless.
What we did
- Computer vision algorithms that identify algae cells
- Detection quality across different microscopes
- Lower compute needed to run the solution
The result
PatentedAlgae cell identification · Biotech · Provectus Algae, Australia
We played a key part in patenting the automated microalgae cell analyser.
