Scientific Software
Updated 6 months ago

Rainbow — Peer-reviewed • Rank 5.5 • Science 95%

Rainbow: Automated Air-Liquid Interface Cell Culture Analysis Using Deep Optical Flow - Published in JOSS (2022)

Updated 6 months ago

ezflow • Rank 6.9 • Science 64%

A modular PyTorch library for optical flow estimation using neural networks

Updated 6 months ago

mmflow • Rank 15.3 • Science 44%

OpenMMLab optical flow toolbox and benchmark

Updated 6 months ago

tyc-dataset • Rank 2.3 • Science 54%

Official and maintained implementation of the dataset paper "The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures" [ICCVW 2023].

Updated 6 months ago

PyTrx • Rank 8.4 • Science 33%

PyTrx is a Python object-oriented programme created for the purpose of calculating real-world measurements from oblique images and time-lapse image series. Its primary purpose is to obtain velocities, surface areas, and distances from oblique, optical imagery of glacial environments.

Updated 6 months ago

sceneflow_from_blender • Rank 2.8 • Science 28%

Get 3D motion vectors / scene flow directly from Blender

Updated 6 months ago

spring_utils • Rank 1.4 • Science 28%

Additional utility code for the Spring dataset and benchmark

Updated 6 months ago

https://github.com/cv-stuttgart/pcfa • Rank 3.3 • Science 20%

[ECCV 2022 Oral] Source code for "A Perturbation-Constrained Adversarial Attack for Evaluating the Robustness of Optical Flow"

Updated 6 months ago

https://github.com/christophreich1996/smurf • Rank 1.8 • Science 10%

PyTorch port (inference only) of the paper "SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping" [CVPR 2021].

Updated 6 months ago

roft • Science 67%

Real-time Optical Flow-aided 6D Object Pose and Velocity Tracking

Updated 6 months ago

https://github.com/cedrickchee/vid2vid • Science 10%

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

Updated 6 months ago

optical-flow-msthesis • Science 54%

Systematic Study of Optical Flow models

Updated 6 months ago

https://github.com/christophreich1996/optical-flow-visualization-pytorch • Science 23%

PyTorch implementation of the classical optical flow visualization by Baker et al. [ICCV 2007].