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blood-cell-classification

Here are 4 public repositories matching this topic...

lalithtejakarnati / Classification-of-microscopic-blood-cells-using-Machine-Learning

Microscopic blood cell classification using deep learning and image processing techniques.

machine-learning computer-vision deep-learning jupyter-notebook cnn medical-imaging blood-cell-classification

Updated May 28, 2026
Jupyter Notebook

rdk004 / WBC_CNN_Classifier

This project implements a CNN to classify WBCs from microscopic images into 8 different classes. The model is trained using stratified 5-fold CV and a weighted random sampler. It supports single/batch inference. All modules conform to an interface file-based grading/evaluation system.

computer-vision biology healthcare cnn-classification blood-cell-classification

Updated Aug 19, 2025
Python

Axel-Pariona / Blood-Cell-Deep-Learning-Comparison

Academic deep learning project comparing CNNs, Batch Normalization and ResNet18 transfer learning for blood cell image classification.

python deep-learning cnn pytorch batch-normalization image-classification transfer-learning academic-project conputer-vision resnet18 blood-cell-classification

Updated Jun 9, 2026
Jupyter Notebook

AriannaRigamonti / Artificial-Neural-Network-and-Deep-Learning-Homework1

Multi-class blood cell classification using CNNs, transfer learning, and data augmentation, evaluated on Codabench.

deep-learning cnn image-classification transfer-learning data-augmentation mobilenet efficientnet medical-ai convnext blood-cell-classification

Updated Feb 23, 2025
Jupyter Notebook

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