MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
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Updated
Jun 5, 2020 - Jupyter Notebook
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
Build a CNN based model which can accurately detect melanoma
Source code for ACL 2022 Paper "Prompt-based Data Augmentation for Low-Resource NLU Tasks"
Code for "Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection"
Source codes for the paper "Local Additivity Based Data Augmentation for Semi-supervised NER"
画像データ拡張ライブラリAlbumentationsのJupyter上での実行例。
Code for "Semi-Supervised Models via Data Augmentation for Classifying Interactive Affective Responses"
A large high-quality corpus of Chinese synonyms 一个大型、高质量的中文同义词语料库。
American Sign Language to English real time Conversion App
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.
Landmark Detection using pre-trained models.
This repository is related to the paper "Data augmentation and hierarchical classification to support the diagnosis of neuropathies based on time series analysis".
Automatic Data Augmentation for Deep Learning techniques
Tensorflow2/KerasのImageDataGenerator向けのmixupの実装。
Tensorflow2(Keras)のImageDataGeneratorのJupyter上での実行例。
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