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A curated list of foundation models for vision and language tasks
A community-maintained Python framework for creating mathematical animations.
Data validation using Python type hints
Model interpretability and understanding for PyTorch
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (PyTorch Code)
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (Tensorflow Code)
A python based MRI reconstruction toolbox with compressed sensing, parallel imaging and machine-learning functions
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation
A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
Code samples for my book "Neural Networks and Deep Learning"
Medical SAM 2: Segment 3D Medical Images Via Segment Anything Model 2
A curated list of awesome computer vision resources
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…
A python module for scientific analysis of 3D data based on VTK and Numpy
The Medical Image Registration ToolKit (MIRTK), the successor of the IRTK, contains common CMake build configuration files, core libraries, and basic command-line tools. Extension packages are host…
CartiMorph: a framework for knee articular cartilage morphometrics
A Python package designed for CartiMorph Toolbox and snnUNet.
A Python package designed for CartiMorph Toolbox.
A toolbox for automated knee cartilage morphometrics.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at …
Processing Library and Analysis Toolkit for Medical Imaging in Python
SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image