Shypd.aiThe largest open index of AI toolsFood-Recipe-CNN is an open-source deep learning system that uses convolutional neural networks to identify food images and retrieve corresponding recipes. It classifies images into 230 food categories using Keras.
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Food-Recipe-CNN is a deep learning project designed to recognize food images and suggest matching recipes. Utilizing deep convolutional neural networks (CNNs) with Keras, this system can classify food images into 230 distinct categories. The project leverages a large dataset of over 400,000 food images and 300,000 recipes from chefkoch.de. It employs transfer learning with pre-trained CNNs like InceptionV3 and VGG16, alongside feature extraction and dimensionality reduction techniques such as PCA. The goal is to provide a solution for automated recognition of photographed dishes and subsequent recipe retrieval, with a web application called DeepChef in development.
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