A web app that uses a custom-built Keras model to recognize and classify white blood cells from microscopic images. It can distinguish between different types of WBCs and identify artifacts and bursted cells. I created this app as a way to explore image recognition technologies and to learn how to develop Keras models from scratch.
machine-learning keras webapp image-classification microscopy microscopy-images leukocytes lymphocyte monocyte neutrophil hematology cell-recognition cell-types white-blood-cells blood-analysis
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Updated
Apr 3, 2023 - Python