{"ID":2845350,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2511.04394","arxiv_id":"2511.04394","title":"DORAEMON: A Unified Library for Visual Object Modeling and Representation Learning at Scale","abstract":"DORAEMON is an open-source PyTorch library that unifies visual object modeling and representation learning across diverse scales. A single YAML-driven workflow covers classification, retrieval and metric learning; more than 1000 pretrained backbones are exposed through a timm-compatible interface, together with modular losses, augmentations and distributed-training utilities. Reproducible recipes match or exceed reference results on ImageNet-1K, MS-Celeb-1M and Stanford online products, while one-command export to ONNX or HuggingFace bridges research and deployment. By consolidating datasets, models, and training techniques into one platform, DORAEMON offers a scalable foundation for rapid experimentation in visual recognition and representation learning, enabling efficient transfer of research advances to real-world applications. The repository is available at https://github.com/wuji3/DORAEMON.","short_abstract":"DORAEMON is an open-source PyTorch library that unifies visual object modeling and representation learning across diverse scales. A single YAML-driven workflow covers classification, retrieval and metric learning; more than 1000 pretrained backbones are exposed through a timm-compatible interface, together with modular...","url_abs":"https://arxiv.org/abs/2511.04394","url_pdf":"https://arxiv.org/pdf/2511.04394v1","authors":"[\"Ke Du\",\"Yimin Peng\",\"Chao Gao\",\"Fan Zhou\",\"Siqiao Xue\"]","published":"2025-11-06T14:22:51Z","proceeding":"cs.CV","tasks":"[\"cs.CV\"]","methods":"[]","has_code":false,"code_links":[{"ID":607364,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_id":2845350,"paper_url":"https://arxiv.org/abs/2511.04394","paper_title":"DORAEMON: A Unified Library for Visual Object Modeling and Representation Learning at Scale","repo_url":"https://github.com/wuji3/DORAEMON","is_official":false,"mentioned_in_paper":false,"mentioned_in_github":true,"github_stars":0}]}