MATLAB Image Processing 102: Quantify Image Quality Using Neural Image Assessment (NIMA)
Educational 53Software 6Technology 46tutorial 30 CNN EMD evaluation image quality LIVE In the Wild dataset MATLAB MobileNet-v2 Neural Image Assessment NIMA Training Tutorial
A MATLAB tutorial demonstrating how to use the NIMA (Neural Image Assessment) convolutional neural network to quantify image aesthetics and image quality — including downloading pretrained models, preprocessing and augmentation, training using the LIVE In the Wild dataset, modifying MobileNet-v2, and evaluating results with EMD, binary accuracy and correlation metrics.
