Data Augmentation For Object Detection

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

本仓库主要包含了针对目标检测数据集的增强手段和源码：图像的旋转，镜像，裁剪，亮度/对比度的变换等

Advanced data augmentation with Generative Adversarial Networks for vehicle detection

Image data augmentation tool for training of image recognition algorithm

Source code for ACL 2022 Paper "Prompt-based Data Augmentation for Low-Resource NLU Tasks"

A large high-quality corpus of Chinese synonyms 一个大型、高质量的中文同义词语料库。

Flexible data augmentation library for machine and deep learning

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MalDataGen is an advanced Python framework for generating and evaluating synthetic tabular datasets using modern generative models, including diffusion and adversarial architectures.

Source codes for the paper "Local Additivity Based Data Augmentation for Semi-supervised NER"

Build a CNN based model which can accurately detect melanoma

Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.

Data Augmentation for Neural Machine Translation

[CVPR 2025] PyTorch implementation of Diff-II

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This Python script performs data augmentation on images in a specified input directory and saves the augmented images to a specified output directory.

适用于目标检测VOC格式的数据增强工具包，包含各种像素级增广方式和形变增广，如：rotate、crop、rotation、flip、tile、滑动窗口、mosaic等；数据格式转换：coco_2_voc、xml_for_u_yolo等

画像データ拡張ライブラリAlbumentationsのJupyter上での実行例。

Code for "Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection"

A Labelme to Data Augmentation to Mask R-CNN or YOLO v3 pipeline for small dataset.

American Sign Language to English real time Conversion App

Caffe Image Data Augmentation

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Data augmentation for SSVEPs using Source Aliasing Matrix Estimation

Data augmentation using OpenCV

Data enhancement scheme for addressing the dilemma of small data on machine learning for polymer.

根据业务数据特性进行数据增强，使用的数据为开源的预定酒店场景下的酒店数据库。主要内容:基于原始的数据利用大模型进行数据增强。

Training and evaluating skin type images using (CNN) models via transfer learning, along with personalized recommendations based on classified skin type predictions generated by OpenAI's language model.

Data enhance for yoloV3.For:https://github.com/qqwweee/keras-yolo3