135 results found Sort:

snorkel-team
snorkel snorkel-team
860
5.7k
apache-2.0
168
A system for quickly generating training data with weak supervision
ai python snorkel labeling data-science data-slicing training-data machine-learning weak-supervision data-augmentation
Created 2016-02-26
2,693 commits to main branch, last one 3 months ago
NVIDIA
DALI NVIDIA
606
4.9k
apache-2.0
94
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
gpu mxnet paddle python pytorch deep-learning gpu-tensorflow neural-network data-processing audio-processing image-processing machine-learning data-augmentation fast-data-pipeline image-augmentation
Created 2018-06-01
3,572 commits to main branch, last one 20 hours ago
ZhaoJ9014
face.evoLVe ZhaoJ9014
756
3.4k
mit
110
🔥🔥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
QData
TextAttack QData
374
2.8k
mit
38
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
nlp security machine-learning data-augmentation adversarial-attacks adversarial-examples natural-language-processing adversarial-machine-learning
Created 2019-10-15
2,705 commits to master branch, last one 2 months ago
webdataset
webdataset webdataset
153
2.0k
bsd-3-clause
21
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
pytorch webdataset deep-learning data-augmentation webdataset-format
Created 2019-08-07
935 commits to main branch, last one 12 days ago
fepegar
torchio fepegar
228
2.0k
apache-2.0
19
Medical imaging toolkit for deep learning
python pytorch augmentation deep-learning medical-images machine-learning data-augmentation medical-image-analysis medical-image-computing medical-image-processing medical-imaging-datasets medical-imaging-with-deep-learning
Created 2019-11-26
1,594 commits to main branch, last one 9 days ago
iver56
audiomentations iver56
182
1.7k
mit
19
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
dsp audio music sound python augmentation audio-effects deep-learning machine-learning sound-processing data-augmentation audio-data-augmentation
Created 2019-02-12
1,192 commits to main branch, last one about a month ago
425776024
nlpcda 425776024
166
1.7k
apache-2.0
9
一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda
nlp nlpcda chinese-eda data-augmentation chinese-data-augmentation
Created 2019-12-29
76 commits to master branch, last one about a month ago
AgaMiko
data-augmentation-review AgaMiko
201
1.6k
unknown
42
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
review survey autoaugment data-synthesis style-transfer data-generation machine-learning nlp-augmentation data-augmentation audio-augmentation data-augmentations image-augmentation augmentation-policies graph-data-augmentation generative-adversarial-network
Created 2019-09-28
88 commits to master branch, last one 7 months ago
jasonwei20
eda_nlp jasonwei20
316
1.6k
unknown
36
Data augmentation for NLP, presented at EMNLP 2019
cnn nlp rnn swap position sentence synonyms embeddings classification data-augmentation text-classification
Created 2018-12-27
57 commits to master branch, last one 3 years ago
yongzhuo
nlp_xiaojiang yongzhuo
394
1.5k
mit
41
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...
nlp bert xlnet chatbot chinese enhance feature distance text-augment data-augmentation text-classification
Created 2019-04-09
146 commits to master branch, last one 2 years ago
visual-layer
fastdup visual-layer
74
1.4k
other
21
fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data oper...
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
1,223 commits to main branch, last one 4 months ago
zhanlaoban
EDA_NLP_for_Chinese zhanlaoban
240
1.3k
unknown
17
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。
eda chinese data-augmentation text-classification easy-data-augmentation chinese-data-augmentation
Created 2019-03-25
7 commits to master branch, last one 3 years ago
LirongWu
awesome-graph-self-supervised-learning LirongWu
161
1.3k
unknown
16
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
pre-training pretext-task deep-learning machine-learning data-augmentation transfer-learning graph-neural-networks unsupervised-learning representation-learning self-supervised-learning
Created 2019-05-24
44 commits to main branch, last one 2 months ago
Paperspace
DataAugmentationForObjectDetection Paperspace
313
1.1k
mit
24
Data Augmentation For Object Detection
opencv bounding-box deep-learning object-detection data-augmentation imagine-augmentation
Created 2018-09-10
14 commits to master branch, last one 4 years ago
asteroid-team
torch-audiomentations asteroid-team
86
891
mit
11
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
dsp audio music sound python pytorch waveform augmentation audio-effects deep-learning machine-learning sound-processing data-augmentation audio-data-augmentation differentiable-data-augmentation
Created 2020-06-22
558 commits to main branch, last one about a month ago
styfeng
DataAug4NLP styfeng
77
821
unknown
28
Collection of papers and resources for data augmentation for NLP.
survey acl2021 survey-paper transformers deep-learning machine-learning data-augmentation text-classification artificial-intelligence natural-language-processing
Created 2021-05-15
105 commits to main branch, last one about a year ago
goru001
inltk goru001
165
813
mit
36
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
nlp pytorch deep-learning indic-languages word-embeddings data-augmentation sentence-encoding sentence-embeddings sentence-similarity
Created 2019-03-23
97 commits to master branch, last one about a year ago
zhunzhong07
Random-Erasing zhunzhong07
155
713
apache-2.0
16
Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
pytorch aaai2020 object-detection data-augmentation image-classification person-re-identification
Created 2017-09-15
58 commits to master branch, last one 2 years ago
DemisEom
SpecAugment DemisEom
136
634
apache-2.0
11
A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain
python speech pytorch tensorflow specaugment data-augmentation speech-recognition
Created 2019-04-24
65 commits to master branch, last one 4 years ago
textflint
textflint textflint
93
630
gpl-3.0
18
Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
attack subpopulation transformation model-robustness data-augmentation text-augmentation adversarial-samples robustness-analysis text-transformations
Created 2021-03-06
257 commits to master branch, last one about a year ago
YuliangXiu
MobilePose YuliangXiu
149
627
unknown
20
Light-weight Single Person Pose Estimator
dsntnn heatmap pytorch deeppose realtime real-time resnet-18 dataloader shufflenet squeezenet lightweight mobilenetv2 shufflenetv2 deep-learning mobile-device shufflenet-v2 pose-estimation machine-learning data-augmentation
Created 2018-01-11
141 commits to master branch, last one 4 months ago
Westlake-AI
openmixup Westlake-AI
59
581
apache-2.0
16
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
mixup automix pytorch imagenet benchmark awesome-mim awesome-list awesome-mixup deep-learning data-generation machine-learning data-augmentation vision-transformer image-classifcation contrastive-learning masked-image-modeling self-supervised-learning semi-supervised-learning
Created 2021-12-30
133 commits to main branch, last one about a month ago
firmai
deltapy firmai
53
530
unknown
17
DeltaPy - Tabular Data Augmentation (by @firmai)
finance time-series augmentation data-science tabular-data machine-learning data-augmentation feature-extraction feature-engineering
Created 2020-04-08
42 commits to master branch, last one 2 years ago
conradry
copy-paste-aug conradry
73
522
mit
5
Copy-paste augmentation for segmentation and detection tasks
copy-paste deep-learning object-detection data-augmentation instance-segmentation
Created 2020-12-19
14 commits to main branch, last one 2 years ago
quqxui
Awesome-LLM4IE-Papers quqxui
25
484
unknown
8
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
event-arguments event-detection event-extraction data-augmentation few-shot-learning zero-shot-learning in-context-learning relation-extraction cross-domain-learning large-language-models information-extraction named-entity-recognition knowledge-graph-construction
Created 2023-12-28
55 commits to main branch, last one 10 days ago
codebox
image_augmentor codebox
153
440
unknown
10
Data augmentation tool for images
image-augmentor machine-learning data-augmentation
Created 2016-09-11
18 commits to master branch, last one 4 years ago
amanchadha
coursera-gan-specialization amanchadha
290
407
mit
6
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
gan bias gans wgan dcgan u-net biggan pix2pix pytorch coursera stylegan deep-learning bias-detection neural-network conditional-gan deeplearning-ai generative-model data-augmentation artificial-intelligence generative-adversarial-network
Created 2020-11-19
8 commits to main branch, last one 2 years ago
denisyarats
drq denisyarats
49
398
mit
13
DrQ: Data regularized Q
rl drq gym sac pixel mujoco python control pytorch dm-control model-free off-policy actor-critic deep-learning soft-actor-crit data-augmentation reinforcement-learning deep-reinforcement-learning
Created 2020-04-29
14 commits to master branch, last one 2 years ago
tigerlab-ai
tiger tigerlab-ai
26
385
apache-2.0
11
Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding, RAG), TigerTune (fine-tuning)
llm rag aisafety ai-safety fine-tuning llm-training classification data-augmentation large-language-models
Created 2023-10-23
137 commits to main branch, last one 6 months ago