Shypd.aiThe largest open index of AI toolsimg2vec is an open-source Data & Analytics tool that extracts vector embeddings from images using pre-trained PyTorch models. It supports various models like Resnet and EfficientNet for image feature extraction.
Trending
About
img2vec is an open-source Python library that leverages pre-trained PyTorch models to extract vector embeddings from images. This tool is highly valuable for various image analysis tasks, including ranking for recommender systems, clustering images into different categories, and classification tasks. It supports a wide range of models such as Resnet-18, Resnet-50, Alexnet, Vgg, Densenet, and EfficientNet, each returning a vector of a specific length. Users can easily integrate img2vec into their projects, specifying whether to run on GPU, choose a particular model, and even select a specific layer for output extraction. This flexibility makes it a powerful solution for developers and data scientists working with image feature extraction.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
