DeWu Technology
Apr 30, 2021 · Artificial Intelligence
Deep Learning Based Image Aesthetic Quality Assessment
The paper presents a deep‑learning approach that uses an ImageNet‑pretrained CNN to predict full human rating distributions for images via an Earth Mover’s Distance loss, trained on the AVA dataset, and demonstrates accurate assessment of aesthetic factors such as tone, contrast, and composition.
AVA datasetCNNEMD loss
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