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Central Asian Food Dataset
This work introduces the Central Asian Food Dataset (CAFD), a new dataset containing 16,499 images of food items across 42 classes. The dataset is imbalanced; the class distribution is visually represented in the provided image.
Dataset Download
The CAFD dataset can be downloaded here: https://issai.nu.edu.kz/wp-content/themes/issai-new/data/models/CAFD/CAFD.zip. Contact [email protected] for any download issues.
Pre-trained Models
Several pre-trained models are available for download. These models were trained and evaluated on the CAFD dataset, and some also on the Food1K dataset.
Model Weights
- ResNet152 trained on CAFD: https://issai.nu.edu.kz/wp-content/themes/issai-new/data/models/CAFD/cafd_resnet152.pt
- EfficientNet-b4 trained on Food1K + CAFD: https://issai.nu.edu.kz/wp-content/themes/issai-new/data/models/CAFD/food1k_kfd_efficientnet.pt
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