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57 repositories

Awesome-Foundation-Models
Public
A curated list of foundation models for vision and language tasks
transformer-models vision-transformer multimodal-models foundation-models large-language-models
42•947•0•0•Updated Feb 20, 2025Feb 20, 2025
ICON
Public
A library for performing image registration using deep learning, regularized by inverse consistency
deep-learning medical-imaging registration image-registration
Jupyter Notebook
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Other
•12•43•6•5•Updated Feb 20, 2025Feb 20, 2025
anatomix_gradicon
Public
anatomix_gradicon
Python
•0•0•0•0•Updated Feb 11, 2025Feb 11, 2025
uniGradICON
Public
uniGradICON: A Foundation Model for Medical Image Registration (MICCAI 2024)
deep-learning medical-image-analysis medical-image-registration
Python
•
Apache License 2.0
•8•102•12•1•Updated Jan 17, 2025Jan 17, 2025
OAI_analysis_2
Public
Image analysis approaches to analyze the OAI magnetic resonance images
registration segmentation atlas osteoarthritis cartilage deep-learning
Jupyter Notebook
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Other
•10•23•16•3•Updated Dec 19, 2024Dec 19, 2024
SlicerUniGradICON
Public
Slicer Extension for uniGradICON: A Foundation Model for Medical Image Registration
image-registration 3d-slicer-extension
Python
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Apache License 2.0
•1•6•1•0•Updated Dec 12, 2024Dec 12, 2024
ExtensionsIndex
Public
Slicer extensions index
Python
•248•0•0•0•Updated Nov 26, 2024Nov 26, 2024
LiVOS
Public
LiVOS: Light Video Object Segmentation with Gated Linear Matching (CVPR 2025)
deep-learning segmentation video-segmentation video-object-segmentation semi-supervised-video-object-segmentation
Python
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MIT License
•2•25•3•0•Updated Nov 6, 2024Nov 6, 2024
NePhi
Public
Official repository for NePhi: Neural Deformation Fields for Approximately Diffeomorphic Medical Image Registration (ECCV 2024)
JavaScript
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MIT License
•1•7•0•0•Updated Sep 30, 2024Sep 30, 2024
SegNext
Public
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts (CVPR 2024)
interactive-image-segmentation vision-transformers segment-anything
Python
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MIT License
•10•74•3•0•Updated Sep 28, 2024Sep 28, 2024
OAI_analysis
Public
OAI image analysis pipeline
Python
•2•7•0•1•Updated Sep 2, 2024Sep 2, 2024
mermaid
Public
Image registration using pytorch
Python
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Other
•29•179•8•2•Updated Jul 25, 2024Jul 25, 2024
iSegFormer
Public
iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)
pytorch medical-image-segmentation interactive-segmentation vision-transformers
Python
•5•28•0•0•Updated Jul 3, 2024Jul 3, 2024
PIANO
Public
Python
•
Apache License 2.0
•0•3•0•0•Updated Jun 8, 2024Jun 8, 2024
LiftReg
Public
Official repository for LiftReg: Limited Angle 2D/3D Deformable Registration.
deep-learning 3d-reconstruction medical-image-registration backprojection
Python
•3•17•3•0•Updated May 31, 2024May 31, 2024
SegGuidedMMReg
Public
Repository for 'Multimodal Image Registration Guided by Few Segmentations from One Modality'
Python
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Other
•1•2•0•0•Updated May 28, 2024May 28, 2024
mouse_brain_translucence
Public
Jupyter Notebook
•1•1•0•0•Updated May 3, 2024May 3, 2024
SimpleClick
Public
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers (ICCV 2023)
pytorch interactive-segmentation masked-autoencoder vision-transformers
Python
•
MIT License
•36•221•5•1•Updated May 3, 2024May 3, 2024
NAISR
Public
NAISR: A 3D Neural Additive Model for Interpretable Shape Representation
3d-reconstruction 3d-models shape-analysis interpretable-ai explainable-ai xai implicit-neural-representation
Python
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MIT License
•3•17•0•2•Updated Apr 29, 2024Apr 29, 2024
uniGradICON_Slicer
Public
Python
•0•0•0•0•Updated Mar 26, 2024Mar 26, 2024
UniLMMV
Public
Python
•0•7•0•0•Updated Mar 25, 2024Mar 25, 2024
2D3DFluidReg
Public
This is the repository for paper "Fluid Registration Between Lung CT and Stationary Chest Tomosynthesis Images"
Python
•0•3•0•0•Updated Mar 1, 2024Mar 1, 2024
ByConstructionICON
Public
Jupyter Notebook
•1•4•0•0•Updated Feb 5, 2024Feb 5, 2024
dgc
Public
Python
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MIT License
•0•0•0•0•Updated Dec 20, 2023Dec 20, 2023
diffusion-3D-discovery
Public
Python
•0•5•0•0•Updated Dec 19, 2023Dec 19, 2023
OCT-FDFD
Public
Simulates OCT images by solving Maxwell's equations through a Finite-Difference Frequency-Domain method
Python
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MIT License
•1•0•0•0•Updated Dec 12, 2023Dec 12, 2023
elastic-barycenter
Public
Computes the elastic barycenter of an array of images
Python
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GNU General Public License v3.0
•0•0•0•0•Updated Oct 31, 2023Oct 31, 2023
YETI
Public
YETI: discovering hidden phYsics bEhind Transport dynamIcs
Apache License 2.0
•0•0•1•0•Updated Aug 7, 2023Aug 7, 2023
D2-SONATA
Public
Python
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Apache License 2.0
•0•4•0•0•Updated Aug 7, 2023Aug 7, 2023
MRIS
Public
Python
•0•2•0•0•Updated Jul 17, 2023Jul 17, 2023