Registration
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, Du…
Tools for distributed alignment of massive images
A suite of tools for medical image processing focused on brain analysis
A toolbox for registering / fusing / stitching large multi-view / multi-positioning image datasets in 2-3D.
SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAM (CVPR 2024)
Big FeaTure Aligner: a scalable solution for feature alignment
Command line tool for registration of very large 3D volumes.
RoMa: A lightweight library to deal with 3D rotations in PyTorch.
An automated point-set based registration algorithm for correlative light and electron microscopy (CLEM)
uniGradICON: A Foundation Model for Medical Image Registration (MICCAI 2024)
Very fast greedy diffeomorphic registration code
CAST: A Consistency-Aware Spot-Guided Transformer for Versatile and Hierarchical Point Cloud Registration (NeurIPS 2024)