umitkacar/SAM-Foundation-Models

SAM-Foundation-Models

• Personalize-SAM - DreamBooth
  • https://github.com/NielsRogge/Transformers-Tutorials/tree/master/PerSAM
  • https://encord.com/blog/mask-rcnn-vs-per-sam/
• Grounded-SAM
• Comfyui-SAM
• RAM
• SEEM
• CLIP
• GroundingDINO
• AUTODISTILL
• MobileSAM
• EdgeSAM
• HQ-SAM - Training
  • Osprey
• FastSAM - prompt free
• EfficientSAM
  • https://github.com/IDEA-Research/Grounded-Segment-Anything/tree/main/EfficientSAM
• RepViT-SAM
• ClickSEG
• Image2Paragraph
• TinySAM
• OCR-SAM
• RAP-SAM (Real-Time All-Purpose on Video)
• FOOD-SAM
• Full-SAM

ANYTHING PROJECTS

2024

• https://github.com/harboryuan/ovsam (Open-Vocabulary)
• https://github.com/AIGCDesignGroup/ReplaceAnything
• https://github.com/LiheYoung/Depth-Anything
• https://github.com/chungmin99/garfield
• https://github.com/lkeab/gaussian-grouping
• https://github.com/xushilin1/rap-sam (Real-Time All-Purpose on Video)
• https://github.com/lxtgh/omg-seg
• https://github.com/hplqaq/sam-deblur

2023

• https://github.com/shi-labs/matting-anything
• https://github.com/JerryX1110/awesome-segment-anything-extensions
• https://github.com/geekyutao/Inpaint-Anything
• https://github.com/baaivision/Painter
• https://github.com/sail-sg/EditAnything
• https://github.com/RockeyCoss/Prompt-Segment-Anything
• https://github.com/IDEA-Research/Grounded-Segment-Anything
• https://github.com/caoyunkang/Segment-Any-Anomaly
• https://github.com/caoyunkang/GroundedSAM-zero-shot-anomaly-detection
• https://github.com/z-x-yang/Segment-and-Track-Anything
• https://github.com/vietanhdev/anylabeling
• https://github.com/anuragxel/salt (Segment Anything Labelling Tool)
• https://github.com/fudan-zvg/Semantic-Segment-Anything
• https://github.com/harrytea/detect-anyshadow
• https://github.com/ttengwang/Caption-Anything
• https://github.com/showlab/ShowAnything
• https://github.com/ylqi/Count-Anything
• https://github.com/Anything-of-anything/Anything-3D

3D Segmentation

• https://github.com/lkeab/gaussian-grouping
• https://github.com/LiheYoung/Depth-Anything
• https://github.com/chungmin99/garfield
• https://github.com/Anything-of-anything/Anything-3D

ONNX EXPORTER

• https://github.com/AndreyGermanov/sam_onnx_full_export
• https://github.com/DmitryYurov/SAM2ONNX
• https://github.com/PINTO0309/sam4onnx
• https://github.com/vietanhdev/samexporter

SAM-C++

• https://github.com/dinglufe/segment-anything-cpp-wrapper (pure c++)
• https://github.com/ryouchinsa/sam-cpp-macos (extended)
• https://github.com/YavorGIvanov/sam.cpp (ggml)
• https://github.com/OroChippw/SegmentAnything-OnnxRunner
• https://github.com/ZHEQIUSHUI/SAM-ONNX-AX650-CPP (QT - lama inpaint)

SAM-C#

• https://github.com/thislookshard/SamSharp

SAM-MNN

• https://github.com/slz929/EdgeSAM-MNN
• https://github.com/wangzhaode/mnn-segment-anything

SAM-RUST

• https://github.com/AndreyGermanov/sam_onnx_rust

SAM-LIBTORCH

• https://github.com/cyrillkuettel/Libtorch-MobileSAM-Example

SAM-YOLO

• https://docs.ultralytics.com/models/fast-sam/#predict-usage

OTHERS

• https://github.com/SysCV/MaskFreeVIS
• https://github.com/pharmapsychotic/clip-interrogator

PAPER WITH CODE

• https://paperswithcode.com/paper/segment-anything
• A Comprehensive Survey on Segment Anything Model for Vision and Beyond

YOUTUBE

• https://www.youtube.com/@robmulla
• https://www.youtube.com/@ArjanCodes/videos

Detection Backbone

• https://github.com/ViTAE-Transformer/ViTDet
• https://github.com/facebookresearch/Detic
• https://github.com/THU-MIG/RepViT

DETECTRON

• https://detectron2.readthedocs.io/en/latest/notes/benchmarks.html

MODEL ZOO

• https://github.com/PaddlePaddle/PaddleSeg
• https://github.com/PINTO0309/PINTO_model_zoo

DEBLUR

• https://github.com/megvii-research/NAFNet