DF2 626 - 518 Computer Vision Project

Here are a few use cases for this project:

1. Public Health Surveillance: The model can be used to identify various diseases in public health images. This could help in tracking the spread of disease, identifying high-risk areas, and informing public health initiatives.

2. Medical Image Analysis: This model can be implemented in analyzing medical images like X-rays, CT Scans, MRI etc. Different classes could represent different types of diseases or disorders making it critical in diagnosing patients.

3. Crime Investigation: If the pathology classes include forensic evidences e.g., bloodstains, fingerprints, or gunshot residues, the model can be utilized in crime scene investigations. For instance, traces left behind at a crime scene, such as a shadow of pole, might help in reconstructing the sequence of events.

4. Infrastructure Maintenance: If the classes represent different types of damage or wear to infrastructure, the model can be applied to identify areas in need of repair or maintenance. With images captured by drones or inspection cameras, the model could help identify problems like road damage, structural cracks in buildings, wear on railway tracks etc.

5. Environmental Monitoring: If the classes include environmental indicators, this technology could monitor changes in ecosystems, pollution levels, or wildlife populations. For instance, it could detect shadows of illegal structures in protected areas, or monitor the growth of algae in a water body.