Projects
MalariAI
Deployed on Hugging Face Spaces via Flask. Upload a Giemsa-stained blood smear image and MalariAI automatically segments cells, identifies infected ones, calculates the infection rate, and determines the dominant parasite stage — all with Grad-CAM++ visualizations for explainability. Backed by a two-stage pipeline: watershed-based segmentation and EfficientNet-B0 classification trained on NIH BBBC041 and MP-IDB datasets.