Projects in Awesome Lists tagged with data-augumentation
A curated list of projects in awesome lists tagged with data-augumentation .
https://github.com/vikasverma1077/manifold_mixup
Code for reproducing Manifold Mixup results (ICML 2019)
data-augumentation deep-learning deep-neural-networks icml2019 pytorch regularization supervised-learning supervised-machine-learning
Last synced: 03 Apr 2025
https://github.com/declare-lab/relationprompt
This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. The goal of Zero-Shot Relation Triplet Extraction (ZeroRTE) is to extract relation triplets of the format (head entity, tail entity, relation), despite not having annotated data for the test relation labels.
data-augumentation generative-models relation-extraction
Last synced: 14 Apr 2025
https://github.com/zjunlp/lrebench
[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study
benchmark chinese data-augmentation data-augumentation dataset efficient emnlp few-shot information-extraction kg knowledge-graph knowprompt long-tail low-resource lrebench prompt re relation-extraction self-training
Last synced: 13 Jun 2025
https://github.com/will-rice/gpr-gym
An example of how to automate the process of training data generation through gprMax for use in machine learning models.
data-augumentation geophysics gpr gprmax ground-penetrating-radar machine-learning thesis
Last synced: 21 Jun 2025
https://github.com/letiziaia/time-series-augmentation
Data augmentation for time series classification
cgan classification cnn data-augumentation time-series timeseries
Last synced: 03 Apr 2025
https://github.com/fitushar/registration-as-data-augumentation-for-ct--data
Main idea of this project was making some new data using simple registration technique from existing CT data. This code be a possible alternative of arbitrary augmentation such as flip, rotation, zoom etc.
computed-tomography data-augumentation registration registration-technique rotation
Last synced: 22 Apr 2025
https://github.com/shvbsle/image-augmentation
A light weight CLI for augmenting image datasets for deep learning and ML projects
augmentation data data-augmentation data-augmentation-strategies data-augmentor data-augumentation data-science dataset deep-learning image-processing
Last synced: 12 Sep 2025
https://github.com/i008/deepcounting
neural networks are cool but can they count?
convolutional-neural-networks data-augumentation data-generation
Last synced: 09 Jun 2026
