Algorithm-and-Toolbox's repositories
CS-algorithms
Reconstruction Algorithms for Compressive Sensing and Compressive Imaging
colour-demosaicing
CFA (Colour Filter Array) Demosaicing Algorithms for Python
deepinv
PyTorch library for solving imaging inverse problems using deep learning
image_deblur_code
patch selection 1st
IQA-PyTorch
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, NIMA, DBCNN, WaDIQaM, BRISQUE, PI and more...
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
MONAI
AI Toolkit for Healthcare Imaging
opfunu
A collection of Benchmark functions for numerical optimization problems
Time-Series-Library
A Library for Advanced Deep Time Series Models.
vilin-numerical-optimization
Application and framework for executing and testing numerical optimization methods. State of the art algorithms such as l-bfgs, cg_descent, Levenberg-Marquardt etc. A various line search methods: Wolfe, strong Wolfe, More-Thuente, approx-Wolfe. Useful and user friendly gui
Dataset-Converters
A conversion toolset between different object detection and instance segmentation annotation formats
HDR-ISP
A ISP Pipeline For HDR CMOS Image Sensor
matlab_ssim_pytorch_implementation
a pytorch impelementation of ssim to reproduce matlab results
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
odl
Operator Discretization Library https://odlgroup.github.io/odl/
piq
Measures and metrics for image2image tasks. PyTorch.
pytorch-receptive-field
Compute CNN receptive field size in pytorch in one line
slidingwindow
Sliding Window library for image processing in Python