Awesome-Anything

A curated list of general AI methods for Anything: AnyObject, AnyGeneration, AnyModel, AnyTask, etc.

Awesome-Anything
- AnyObject - Segmentation, Detection, Classification, Medical Image, OCR, Pose, etc.
- AnyGeneration - Text-to-Image Generation, Editing, Inpainting, Style Transfer, Video Frame Interpolation, etc.
- Any3D - 3D Generation, Segmentation, etc.
- AnyModel - Any Pruning, Any Quantization, Model Reuse.
- AnyTask - LLM Controller + ModelZoo, General Decoding, Multi-Task Learning.
- AnyX - Other Topics: Captioning, etc.
- Paper List

AnyObject

Title & Authors	Intro	Useful Links
<br> Segment Anything <br> Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alex Berg, Wan-Yen Lo, Piotr Dollar, Ross Girshick <br> > Meta Research <br> > Preprint'23 <br><br> [Segment Anything (Project)]		[Github] <br> [Page] <br> [Demo]
<br> OVSeg: Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP <br> Feng Liang, Bichen Wu, Xiaoliang Dai, Kunpeng Li, Yinan Zhao, Hang Zhang, Peizhao Zhang, Peter Vajda, Diana Marculescu <br> > Meta Research <br> > Preprint'23 <br><br> [OVSeg (Project)]	<img width="855" alt="image" src="https://user-images.githubusercontent.com/18592211/232279307-cf00ebe2-0751-48dc-b4ac-47ff343c28dc.png">	[Github] <br> [Page]
<br> Learning to Segment Every Thing <br> Ronghang Hu, Piotr Dollar, Kaiming He, Trevor Darrell, Ross Girshick<br> > UC Berkeley, FAIR <br> > CVPR'18 <br><br> [seg_every_thing (Project)]	<img width="989" alt="image" src="https://user-images.githubusercontent.com/18592211/232575250-4e6fa0cf-507b-40bb-b71b-c0bcc2a85aaf.png">	[Github] <br> [Page]
<br> Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection <br> Shilong Liu and Zhaoyang Zeng and Tianhe Ren and Feng Li and Hao Zhang and Jie Yang and Chunyuan Li and Jianwei Yang and Hang Su and Jun Zhu and Lei Zhang <br> > IDEA-Research <br> > Preprint'23 <br><br> [Grounded-SAM, GroundingDINO (Project)]		[Github] <br> [Demo]
<br> SegGPT: Segmenting Everything In Context <br> Xinlong Wang, Xiaosong Zhang, Yue Cao, Wen Wang, Chunhua Shen, Tiejun Huang <br> > BAAI-Vision <br> > Preprint'23 <br><br>[SegGPT (Project)]	<img width="903" alt="image" src="https://user-images.githubusercontent.com/18592211/230897227-c797f375-a44d-4536-a06b-41f0d9f4dbc4.png">	[Github]
V3Det: Vast Vocabulary Visual Detection Dataset <br> Jiaqi Wang, Pan Zhang, Tao Chu, Yuhang Cao, Yujie Zhou, Tong Wu, Bin Wang, Conghui He, Dahua Lin <br> > Shanghai AI Laboratory, CUHK <br> > Preprint'23		--
<br> segment-anything-video (Project) <br> Kadir Nar		[Github]
<br> Towards Segmenting Anything That Moves <br> Achal Dave, Pavel Tokmakov, Deva Ramanan <br> > ICCV'19 Workshop <br><br> [segment-any-moving (Project)]	<img src="http://www.achaldave.com/projects/anything-that-moves/videos/ZXN6A-tracked-with-objectness-trimmed.gif" width="32%" /><img src="http://www.achaldave.com/projects/anything-that-moves/videos/c95cd17749.gif" width="32%" /><img src="http://www.achaldave.com/projects/anything-that-moves/videos/e0bdb5dfae.gif" width="32%" />	[Github]
<br> Semantic Segment Anything <br> Jiaqi Chen, Zeyu Yang, Li Zhang <br><br> [Semantic-Segment-Anything (Project)]	<img width="903" alt="image" src="https://github.com/fudan-zvg/Semantic-Segment-Anything/blob/main/figures/SSA_motivation.png">	[Github]
<br> Grounded Segment Anything: From Objects to Parts (Project) <br> Peize Sun and Shoufa Chen		[Github]
<br> GroundedSAM-zero-shot-anomaly-detection (Project) <br> Yunkang Cao	<img width="677" alt="image" src="https://user-images.githubusercontent.com/18592211/231068964-ddeae0ea-4e83-40d6-b73e-2811d46f808d.png">	[Github]
<br> Segment Anything Labelling Tool (SALT) (Project) <br> Anurag Ghosh		[Github]
<br> Prompt-Segment-Anything (Project) <br> Rockey		[Github]
<br> SAM-RBox (Project) <br> Qingyun Li		[Github]
<br> VISAM (Project) <br> Feng Yan, Weixin Luo, Yujie Zhong, Yiyang Gan, Lin Ma		[Github] <br>
<br> Segment Anything EO tools: Earth observation tools for Meta AI Segment Anything (Project) <br> Aliaksandr Hancharenka, Alexander Chichigin		[Github]
<br> napari-segment-anything: Segment Anything Model (SAM) native Qt UI (Project) <br> Jordão Bragantini, Kyle I S Harrington, Ajinkya Kulkarni	<img width="658" alt="image" src="https://user-images.githubusercontent.com/18592211/231413725-661fb2a9-1951-40b1-8239-6896eeb7eb4c.png">	[Github]
<br> SAM-Medical-Imaging: Segment Anything Model (SAM) native Qt UI (Project) <br> Jordão Bragantini, Kyle I S Harrington, Ajinkya Kulkarni		[Github]
<br> OCR-SAM: Combining MMOCR with Segment Anything & Stable Diffusion. (Project) <br> Zhenhua Yang, Qing Jiang		[Github]

Awesome-Anything

Awesome-Anything

AnyObject

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