Popular GitHub Repositories for Transformation Invariance

Image augmentation for machine learning experiments.

Data manipulation and transformation for audio signal processing, powered by PyTorch

A Tensorflow implementation of Spatial Transformer Networks.

[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.

Official PyTorch implementation of FB-BEV & FB-OCC - Forward-backward view transformation for vision-centric autonomous driving perception

A Scala feature transformation library for data science and machine learning

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

This is the official PyTorch implementation of the CVPR 2020 paper "TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting".

Type-safe transformation powered by inference.

Anomaly detection library based on singular spectrum transformation(sst)

Automated face warping tool.

[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

Voice Transformation for Videos. ???

DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

[ICCV 2019] Guided Image-to-Image Translation with Bi-Directional Feature Transformation

[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

[ECCV-20] Official PyTorch implementation of HoughNet, a voting-based object detector.