Curated list of awesome works on unsupervised object localization in 2D images.

official code

Code and weights for the paper "Cluster and Predict Latents Patches for Improved Masked Image Modeling"

A 3D Slicer extension for efficient segmentation with nnInteractive.

Representational Similarity Benchmark

Medical Evaluation Toolkit supporting evaluating either instance or semantic based.

A nrrd based imaging standard to save overlapping segmentation maps in a format that allows visualization in MITK

A conda-forge distribution.

Collection of awesome medical dataset resources.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Automated deep-learning based segmentation of brain metastases on MRI

AI Plays Trackmania with Reinforcement Learning

[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.

Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"

Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

This is the repository for the Photorealistic Unreal Graphics (PUG) datasets for representation learning.

Companion webpage to the book "Mathematics For Machine Learning"

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Animation engine for explanatory math videos

A Gaggia Classic control project using microcontrollers.

Git Re-Basin: Merging Models modulo Permutation Symmetries in PyTorch

Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"