Joanna Barbara Woźna - Publications - Bridge of Knowledge

Joanna Barbara Woźna

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Year 2022

Food Classification from Images Using a Neural Network Based Approach with NVIDIA Volta and Pascal GPUs
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- Year 2022
In the paper we investigate the problem of food classification from images, for the Food-101 dataset extended with 31 additional food classes from Polish cuisine. We adopted transfer learning and firstly measured training times for models such as MobileNet, MobileNetV2, ResNet50, ResNet50V2, ResNet101, ResNet101V2, InceptionV3, InceptionResNetV2, Xception, NasNetMobile and DenseNet, for systems with NVIDIA Tesla V100 (Volta) and...

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