Explaining Face Mask Image Classification Model Using LIME

An overview of different components of LIME for explaining an image classification model

With the continuous upsurge of COVID-19 and in the presence of emerging variants different regulatory authorities have stated the importance of wearing mask especially in public areas. Already different face mask detection machines are developed and are being used by some organizations. All these machines have some kind of image classification and detection algorithms working in the backend. But, the sad …

classification convolutional-network data science explainable ai image-classification lime machine learning