Shypd.aiThe largest open index of AI toolsfood-101-keras is an Open Source & Models tool that provides deep learning for food classification using Keras and Tensorflow. It offers a pre-trained model for identifying 101 different food classes.
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food-101-keras is an open-source deep learning project hosted on GitHub, designed for food classification using Keras and Tensorflow. It leverages Convolutional Neural Networks (CNNs) to identify 101 different food classes from the Food-101 dataset. The project demonstrates how to fine-tune a pre-trained Google InceptionV3 model, achieving high accuracy in food recognition. It includes detailed steps for data loading, preprocessing, image augmentation, model training, and evaluation. The repository also provides insights into handling large datasets and exporting models for mobile applications, making it a valuable resource for machine learning practitioners and researchers interested in computer vision and food recognition.
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