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。

Build a CNN based model which can accurately detect melanoma

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

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"

Tensorflow2/KerasのImageDataGenerator向けのmixupの実装。

Thyroid Nodule image Classification based on Geometric and Morphological Features

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

This project is DEMO for the app we have provide for Spinning and weaving company in Egypt. It helps in detect the cotton type based of microscope image.

Automatic Data Augmentation for Deep Learning techniques

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.

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

Image Data Augmentation using Keras.

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.