Segment Anything in High Quality [NeurIPS 2023]
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Sep 12, 2025 - Jupyter Notebook
#
segment-anything-model
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An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.
visual-object-tracking interactive-segmentation video-object-segmentation segment-anything segment-anything-model
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Apr 25, 2024 - Jupyter Notebook
Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts
adapter image-segmentation fine-tune fine-tuning camouflaged-object-detection camouflage-images image-segmentation-pytorch segment-anything segment-anything-model 2d-segmentation camouflaged-target-detection
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Dec 28, 2024 - Python
A lightweight adapter bridges SAM with medical imaging [MedIA]
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Sep 8, 2025 - Python
SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.
video-object-segmentation video-instance-segmentation segment-anything segment-anything-model track-anything zero-shot-segmentation interactive-video-segmentation
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Jan 27, 2024 - Python
Medical SAM 2: Segment 3D Medical Images Via Segment Anything Model 2
deep-learning medical medical-imaging segmentation segment-anything segment-anything-model segment-anything-2
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Jan 6, 2025 - Python
The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"
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Sep 2, 2023 - Python
[ICCVW 2025] SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation
adapter segmentation salient-object-detection u-net medical-image-segmentation mirror-detection polyp-segmentation camouflaged-object-detection segment-anything-model marine-animal-segmentation
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Aug 29, 2025 - Python
Exporting Segment Anything, MobileSAM, and Segment Anything 2 into ONNX format for easy deployment
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Aug 3, 2024 - Python
A collection of project, papers, and source code for Meta AI's Segment Anything Model (SAM) and related studies.
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Dec 8, 2024
RobustSAM: Segment Anything Robustly on Degraded Images (CVPR 2024 Highlight)
computer-vision deep-learning image-processing sam artificial-intelligence segmentation cvpr iccv eccv segment-anything segment-anything-meta segment-anything-model zero-shot-segmentation cvpr2024
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Aug 31, 2024 - Python
The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"
deep-learning sam dataset remote-sensing transfer-learning semantic-segmentation pre-training segment-anything-model
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Aug 5, 2024 - Python
[NeurIPS 2024] SlimSAM: 0.1% Data Makes Segment Anything Slim
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Sep 27, 2025 - Python
A QGIS plugin tool using Segment Anything Model (SAM) to accelerate segmenting or delineating landforms in geospatial raster images.
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Jun 20, 2025 - Python
[IEEE TPAMI] Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation
sam hierarchical-text-segmentation segment-anything segment-anything-model high-quality-text-stroke-segmentation
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May 30, 2025 - Python
Code for "Segment Anything Model for Medical Image Analysis: an Experimental Study" in Medical Image Analysis
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Jun 13, 2024 - Python
[ACM TOMM] 🎉Wakeup-Darkness: When Multimodal Meets Unsupervised Low-light Image Enhancement
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Jan 13, 2025 - Python
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI
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Dec 23, 2024 - Python
CPU compatible fork of the official SAMv2 implementation aimed at more accessible and documented tutorials
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Sep 4, 2025 - Python
A PoC to run Segment Anything Model (SAM) entirely in the browser without any backend
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May 18, 2023 - HTML
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