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A system for quickly generating training data with weak supervision
Created
2016-02-26
2,693 commits to main branch, last one 8 months ago
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Created
2018-06-01
3,730 commits to main branch, last one a day ago
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
nus
pytorch
tencent
fine-tuning
deep-learning
face-alignment
face-detection
model-training
computer-vision
face-recognition
machine-learning
data-augmentation
transfer-learning
feature-extraction
imbalanced-learning
supervised-learning
hard-negative-mining
artificial-intelligence
face-landmark-detection
convolutional-neural-network
Created
2019-01-04
746 commits to master branch, last one about a year ago
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
Created
2019-10-15
2,707 commits to master branch, last one 3 months ago
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
Created
2019-08-07
1,046 commits to main branch, last one about a month ago
Medical imaging toolkit for deep learning
Created
2019-11-26
1,646 commits to main branch, last one 2 days ago
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
Created
2019-02-12
1,268 commits to main branch, last one 8 days ago
一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda
Created
2019-12-29
76 commits to master branch, last one 7 months ago
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
Created
2019-09-28
89 commits to master branch, last one 3 months ago
fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data...
image
python
dataset
data-curation
deep-learning
visual-search
visualization
image-analysis
image-processing
image-similarity
machine-learning
object-detection
data-augmentation
novelty-detection
outlier-detection
image-classfication
visualization-tools
image-classification
image-duplicate-detection
Created
2022-05-11
1,322 commits to main branch, last one 2 months ago
Data augmentation for NLP, presented at EMNLP 2019
Created
2018-12-27
57 commits to master branch, last one 3 years ago
自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提...
Created
2019-04-09
146 commits to master branch, last one 3 years ago
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
Created
2019-05-24
45 commits to main branch, last one 3 months ago
An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。
Created
2019-03-25
7 commits to master branch, last one 4 years ago
Data Augmentation For Object Detection
Created
2018-09-10
14 commits to master branch, last one 4 years ago
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
Created
2020-06-22
571 commits to main branch, last one 13 days ago
Collection of papers and resources for data augmentation for NLP.
Created
2021-05-15
105 commits to main branch, last one 2 years ago
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
Created
2019-03-23
97 commits to master branch, last one 2 years ago
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
Created
2023-12-28
69 commits to main branch, last one 3 days ago
Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
Created
2017-09-15
58 commits to master branch, last one 3 years ago
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vert...
Created
2024-02-08
52 commits to main branch, last one about a month ago
Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
Created
2021-03-06
257 commits to master branch, last one 2 years ago
A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain
Created
2019-04-24
65 commits to master branch, last one 4 years ago
Light-weight Single Person Pose Estimator
Created
2018-01-11
141 commits to master branch, last one 10 months ago
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
Created
2021-12-30
138 commits to main branch, last one 24 days ago
Copy-paste augmentation for segmentation and detection tasks
Created
2020-12-19
14 commits to main branch, last one 3 years ago
DeltaPy - Tabular Data Augmentation (by @firmai)
Created
2020-04-08
42 commits to master branch, last one 2 years ago
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
Created
2022-03-18
165 commits to main branch, last one about a month ago
Data augmentation tool for images
Created
2016-09-11
18 commits to master branch, last one 5 years ago
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
Created
2020-11-19
8 commits to main branch, last one 3 years ago