Popular GitHub Repositories for Distortion

Minimum-distortion embedding with PyTorch

一个 Python 库，用于计算两个输入之间的梅尔倒谱距离（梅尔倒谱失真，MCD）。此实现基于 Robert F. Kubichek 在“用于客观语音质量评估的梅尔倒谱距离度量”中提出的方法。

一个用于计算两个输入之间梅尔倒谱距离 (Mel-Cepstral Distortion, MCD) 的 Python 库。此实现基于 Robert F. Kubichek 在“用于客观语音质量评估的梅尔倒谱距离度量”中提出的方法。

PyTorch implementation of Transformer-based Transform Coding [ICLR 2022]

Neural network for creating distortion while keeping embeddings as close as possible

Official PyTorch implementation of “MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation”

(AAAI 2024) Transferable Adversarial Attacks for Object Detection using Object-Aware Significant Feature Distortion

A pipeline to convert a YOLO format dataset into a fisheye-transformed version. Uses camera calibration parameters (intrinsic matrix K and distortion coefficients D) to apply fisheye distortion and update bounding boxes accordingly. Supports parallel processing for efficient dataset transformation.

A React-based web application for creating unique image effects through AI-powered distortions and blending techniques.

Annonymizing facial footprints - anonyME allows users to inoculate their personal images against unauthorized machine learning models, with minimal distortion of the input image, and no need for prior machine learning knowledge.