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

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

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

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

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

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

Build a CNN based model which can accurately detect melanoma

American Sign Language to English real time Conversion App

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

Code for "Semi-Supervised Models via Data Augmentation for Classifying Interactive Affective Responses"

Thyroid Nodule image Classification based on Geometric and Morphological Features

Tensorflow2/KerasのImageDataGenerator向けのmixupの実装。

Automatic Data Augmentation for Deep Learning techniques

Implement secure transaction system using keras deep learning model for recogination and , intergrated otp verification and jwt authentication for enhancing the more security

Transfer Learning and Data Augmentation Techniques for Sketch Recognition

Tensorflow2(Keras)のImageDataGeneratorのJupyter上での実行例。

A simple python-script to augment an annotated dataset in JPG/XML Format as used by LabelIMG (https://github.com/tzutalin/labelImg) and now Label Studio. The script will rotate the images 4 times and mirror the resulting images and the annotations making for an expansion by the factor of 8.

Developed phase recognition models based on MobileNetV2 to classify frames from Hernia surgery videos.