HemoType Research

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📄 RESEARCH PROJECT BRIEF

CNN-Based Blood Group Classification

Automated blood group detection from microscopic RBC images using deep learning. A complete 30‑day blueprint from dataset collection to IEEE‑style publication.
Python · Keras · OpenCV
Custom CNN + MobileNetV2
4 blood groups: A, B, AB, O
Data augmentation Grad‑CAM explainability Class imbalance handling IEEE two‑column template Transfer learning
📅 1‑month structured plan
Week 1: Data & Literature → Week 2: Preprocessing → Week 3: Model → Week 4: Paper & Submission