Malaria Computer Vision Project

Here are a few use cases for this project:

1. Medical Research: Scientists and researchers can use the "Malaria" model to identify different RBC classes, assisting in precise malaria research, studying the effects of malaria on red blood cell morphology, and developing new treatments or vaccines.

2. Automated Diagnosis in Hospitals: The model could be used in hospitals as a first pass diagnostic tool for malaria. It can evaluate patients' blood sample images quickly, saving time in diagnosis and allowing for faster prescription of treatment.

3. Public Health Initiatives: Public health organizations could use the model to monitor and assess malaria prevalence in certain areas. This data could help these organizations better allocate their resources and devise effective strategies to handle malaria outbreaks.

4. Education and Training: This model can be used as an educational tool for medical students and practitioners. It can help them learn about different RBC classes and the effects of malaria on these cells.

5. Pharmaceutical Companies: This model could be utilised during the drug development process for anti-malarial drugs. The effects of prospective drugs on infected RBCs could be observed and analyzed, accelerating the process and improving drug efficacy.