Popular GitHub Repositories for Downsampling

XAI - An eXplainability toolbox for machine learning

Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-Resolution Features which enables a more efficient way of separating sources from mixtures.

Bayesian Coherent Point Drift (BCPD/BCPD++/GBCPD/GBCPD++)

Code and performance tests to demonstrate the COUNTLESS algorithm. https://medium.com/@willsilversmith/countless-high-performance-2x-downsampling-of-labeled-images-using-numpy-e70ad3275589

Original implementation of the Downsampled Diffusion Probablistic Models (dDDPM) in PyTorch, as part of my M.Sc. thesis on deep generative models.

? A from-scratch Android image loader to explore how Glide & Coil work under the hood. Includes benchmarking for bitmap reuse, downsampling, and task cancellation.