Enhanced CNN model for malaria cell classification, featuring Class Activation Mapping (CAM) as a non-agnstic technique for anomaly localization and LIME (Local Interpretable-agnostic Explanation) for interpretability, ensuring high accuracy and transparent AI diagnostics.
deep-learning
agnostic
convolutional-neural-networks
tuning-parameters
cv2
binary-classification
lime
keras-tensorflow
class-activation-maps
explainable-ai
interpretable-machine-learning
deeplift
non-agnostic
-
Updated
Feb 15, 2024 - Jupyter Notebook