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