Search results for: food classication

• Food Classification from Images Using a Neural Network Based Approach with NVIDIA Volta and Pascal GPUs

  Publication

  • E. Tusień
  • A. Wilke
  • J. B. Woźna
  • P. Czarnul

  - 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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