List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)

[CVPR 2023] Label-Free Liver Tumor Segmentation

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.

Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs

Towards noisy world simulation: A customizable perturbation synthesis pipeline for the evaluation of SLAM robustness under perturbation.

Official implementaion of EMNLP 2022 paper "Generate, Discriminate, and Contrast: A Semi-Supervised Sentence Representation Learning Framework"

A data framework for music information retrieval focusing on electronic music.

Boosting Document Intelligence

Code & data for ICLR 2024 spotlight paper: 🍯MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data

A data synthesizer for creating datasets of feet from a first-person perspective.

Apache NiFi Data Synthesizer

Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.

Coursera - RNN Programming Assignment: In this project, we will construct a speech dataset and implement an algorithm for trigger word detection (sometimes also called keyword detection, or wake word detection).

Blender Python Package for extracting internal data from blender scenes for 3d related data generation purposes.

The Coastal Carbon Network Data Library: An open-source database featuring carbon data from tidal wetlands around the world

FMRI data augmentation via synthesis, The IEEE International Symposium on Biomedical Imaging (ISBI'19)

Synthesis data in YOLO format given background and object images

data synthesis for simulation of pen-based interaction