Repository Index

Image augmentation for machine learning experiments.

• image-augmentation
• machine-learning
• augmentation
• deep-learning

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

• basicsr
• esrgan
• edsr
• rcan

A tour in the wonderland of math with python.

• fractals
• penrose-tilings
• polytopes
• hopf-fibration

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

• image-restoration
• denoising
• super-resolution
• sisr

🔎 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...

• iqa
• image-quality-assessment
• blind-image-quality-assessment
• pytorch

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

• calcium-imaging
• deconvolution
• source-extraction
• motion-correction

Maya Workflow Kit: the whole Maya workflow in Blender, in one install. Hotbox, marking menus, Channel Box, Attribute Editor, menu sets, shelves and Maya concepts. Free, GPL Blender extension for Maya users.

• 3d
• autodesk-maya
• blender
• blender-addon

A Python package to analyze matrix fiber orientation and intensity around cells as a proxy for cellular forces. Also measures alignment relative to X/Y axes, points and lines, with optional masks, a Python API and browser tools for analysis and group comparisons.

• contractility
• orientation
• fibrosis
• mechanobiology