Assessment Libraries

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Assessment Libraries

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A Python package to assess and improve fairness of machine learning models.

Fairlearn is a Python package that empowers developers of artificial intelligence (AI) systems to assess their system's fairness and mitigate any observed unfairness issues. Fairlearn contains mitiga…

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

Example test script with input directory/images and reference directory/images. Results are calculated with: Basically, we use the largest existing datasets for training, and cross dataset evaluation…

Detect, analyze and uniquely identify crashes in Windows applications

Detect, analyze and uniquely identify application bugs. Do you... ...then BugId may be for you! To use BugId, please download and install the following software: If you install Python and Debugging T…

Image quality is an open source software library for Image Quality Assessment (IQA).

Image quality is an open source software library for Automatic Image Quality Assessment (IQA). The package is public and is hosted in PyPi repository. To install it in your machine run The steps to c…

A python implementation of BRISQUE Image Quality Assessment

The package is in PyPI so you can install it simply by this command: Initialize once: and get the BRISQUE feature or score many times: Comparing with Matlab original implementation on reference image…

An experimental Pytorch implementation of Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network

An experimental PyTorch implementation of Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network. Considering the popularity of PyTorch in academia, we hope this repo can h…

A phased, evasive Path Traversal + LFI scanning & exploitation tool in Python

Vailyn is a multi-phased vulnerability analysis and exploitation tool for path traversal and file inclusion vulnerabilities. It is built to make it as performant as possible, and to offer a wide arse…

A metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).

In this repo, we provide the Tensorflow and PyTorch implementations of our evaluation code for PieAPP v0.1 along with the trained models. We also provide a Win64 command-line executable. The input to…