Model Zoo
A Model Zoo is a centralized repository or collection of pre-trained machine learning models, often provided by frameworks, research institutions, or companies. It allows developers to download and use models for tasks like image classification, object detection, or natural language processing without training from scratch. This accelerates development by providing ready-to-deploy solutions and benchmarks.
Developers should use Model Zoos when they need to quickly prototype or deploy machine learning applications without the computational cost and time of training models. It's particularly useful for transfer learning, where pre-trained models are fine-tuned on specific datasets, and for benchmarking against state-of-the-art models in research or production environments.