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cs.CV2022★ 1 cited
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification
Kirill Prokofiev, Vladislav Sovrasov
Multi-label image classification allows predicting a set of labels from a given image. Unlike multiclass classification, where only one label per image is assigned, such a setup is…
cs.CV2021
Towards Efficient and Data Agnostic Image Classification Training Pipeline for Embedded Systems
Kirill Prokofiev, Vladislav Sovrasov
Nowadays deep learning-based methods have achieved a remarkable progress at the image classification task among a wide range of commonly used datasets (ImageNet, CIFAR, SVHN, Calte…