open-mmlab/mmpretrain

MMPreTrain is a pivotal open-source project within the OpenMMLab ecosystem, built on PyTorch. It serves as a versatile pre-training toolbox and benchmark for computer vision and multi-modal AI. The platform offers a rich array of pre-trained models, diverse training strategies—from supervised to self-supervised and multi-modality learning—and robust toolkits for model analysis. It empowers researchers and developers to efficiently conduct experiments and deploy various inference tasks, including image classification, captioning, visual question answering, and retrieval, fostering advancements in AI research and application.