DINO
约 1 分钟阅读
- Self-Supervised Vision Transformers with DINO
- 2021-04
- arXiv:2104.14294arXivarXiv:2104.14294arXiv摘要 · PDF · HTML
- facebookresearch/dinoGitHubfacebookresearch/dinoSelf-Supervised Vision Transformers with DINO · 2021-04 · https://arxiv.org/abs/2104.14294 · facebookresearch/dino · DINOv2: Learning Robust Visual Features without Supervision笔记:DINO
- DINOv2: Learning Robust Visual Features without Supervision
- 2023-04
- DINO v2笔记dinofacebookresearch/dinov2 · Apache-2.0, PyTorch · 2023-04-14 · Depth Estimation · Semantic Segmentation · Instance Retrieval打开:/notes/ai/model/dino/dinov2
- DINOv2: Learning Robust Visual Features without Supervision arXiv:2304.07193arXivarXiv:2304.07193arXiv摘要 · PDF · HTML
- Vision Transformers Need Registers arXiv:2309.16588arXivarXiv:2309.16588arXiv摘要 · PDF · HTML
- DINO v3
- 2025-08
- facebookresearch/dinov3GitHubfacebookresearch/dinov3Self-Supervised Vision Transformers with DINO · 2021-04 · https://arxiv.org/abs/2104.14294 · facebookresearch/dino · DINOv2: Learning Robust Visual Features without Supervision笔记:DINO
- arXiv:2508.10104arXivarXiv:2508.10104arXiv摘要 · PDF · HTML
- 在 web 数据上预训练(LVD-1689M 数据集):10 个模型
- 1 个 ViT-7B(从头训练)
- 5 个 ViT-S/S+/B/L/H+(蒸馏自 ViT-7B)
- 4 个 ConvNeXt-{T/S/B/L}(蒸馏自 ViT-7B)
- 在卫星数据上预训练(SAT-493M 数据集):2 个模型
- 1 个 ViT-7B(从头训练)
- 1 个 ViT-L(蒸馏自 ViT-7B)
- HF:facebook/dinov3-vit7b16-pretrain-lvd1689mHuggingFaceHF:facebook/dinov3-vit7b16-pretrain-lvd1689mhuggingface.co · huggingface.co/facebook/dinov3-vit7b16-pretrain-lvd1689m
关联信息
反向链接、本文链接的其他页面和外部资料。
反向链接
- AI Model笔记 · DINO
AI Model Awesome 总索引 · LLM 与开放模型 · 图像生成 · 视频生成 · OCR · ASR / STT · TTS · VAD · 音乐生成 · VLM / MLLM / Vision · Agent 与 Coding
- AI Model Awesome笔记 · DINO
LLM 与开放模型 · 图像生成 · 视频生成 · OCR 与文档理解 · ASR / STT · TTS · 音乐生成 · VLM / MLLM / Vision · Agent 与 Coding · Embedding 与 Reranker
站内链接
- dino笔记 · DINO v2
facebookresearch/dinov2 · Apache-2.0, PyTorch · 2023-04-14 · Depth Estimation · Semantic Segmentation · Instance Retrieval
参考资料
GitHub2 条
- facebookresearch/dinogithub.com/facebookresearch/dino
- facebookresearch/dinov3github.com/facebookresearch/dinov3
HuggingFace1 条
- HF:facebook/dinov3-vit7b16-pretrain-lvd1689mhuggingface.co/facebook/dinov3-vit7b16-pretrain-lvd1689m
标准文档4 条
- arXiv:2104.14294arxiv.org/abs/2104.14294arXiv
- arXiv:2304.07193arxiv.org/abs/2304.07193arXiv
- arXiv:2309.16588arxiv.org/abs/2309.16588arXiv
- arXiv:2508.10104arxiv.org/abs/2508.10104arXiv