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data-augmentation

Here are 484 public repositories matching this topic...

snorkel-team / snorkel

Star

A system for quickly generating training data with weak supervision

python data-science machine-learning ai weak-supervision snorkel labeling data-augmentation training-data data-slicing

Updated Jul 21, 2021
Python

NVIDIA / DALI

Star

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

python machine-learning deep-learning neural-network mxnet gpu image-processing pytorch gpu-tensorflow data-processing data-augmentation audio-processing paddle image-augmentation fast-data-pipeline

Updated Jul 30, 2021
C++

ZhaoJ9014 / face.evoLVe.PyTorch

Star

🔥

🔥High-Performance Face Recognition Library on PyTorch & PaddlePaddle🔥

🔥

machine-learning computer-vision deep-learning pytorch artificial-intelligence feature-extraction supervised-learning face-recognition face-detection tencent transfer-learning nus convolutional-neural-network data-augmentation face-alignment imbalanced-learning model-training fine-tuning face-landmark-detection hard-negative-mining

Updated Jul 24, 2021
Python

ncullen93 / torchsample

Star

High-Level Training, Data Augmentation, and Utilities for Pytorch

deep-learning torch pytorch affine data-augmentation

Updated Aug 19, 2020
Python

QData / TextAttack

Star

Open

Confusing error message when a model isn't supplied

2

jxmorris12 commented Sep 1, 2020

Output when I specify an attack without a model:

(torch) jxmorris12 12:50 PM > textattack attack --recipe bae
Traceback (most recent call last):
...
  File "/p/qdata/jm8wx/research/text_attacks/textattack/textattack/commands/attack/attack_args_helpers.py", line 343, in parse_model_from_args
    raise ValueError(f"Error: unsupported TextAttack model {args.model}")
ValueError: Error: un

Read more

good first issue invalid

Open

GoalFunctionResult and AttackResult should have str

1

yongzhuo / nlp_xiaojiang

Star

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，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

nlp text-classification distance chatbot chinese feature bert data-augmentation enhance text-augment xlnet

Updated Jun 10, 2021
Python

jasonwei20 / eda_nlp

Star

Data augmentation for NLP, presented at EMNLP 2019

nlp text-classification position cnn embeddings synonyms swap classification rnn sentence data-augmentation

Updated May 19, 2021
Python

AgaMiko / data-augmentation-review

Star

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.

review machine-learning survey generative-adversarial-network style-transfer data-generation data-augmentation data-synthesis autoaugment data-augmentations augmentation-policies

Updated May 27, 2021

torchio

fepegar / torchio

Star

Open

Randomize k-space filling axis in RandomMotion

fepegar opened Feb 12, 2020

enhancement good first issue

Paperspace / DataAugmentationForObjectDetection

Star

Data Augmentation For Object Detection

opencv deep-learning object-detection data-augmentation bounding-box imagine-augmentation

Updated Apr 14, 2020
Jupyter Notebook

zhanlaoban / EDA_NLP_for_Chinese

Star

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。

text-classification eda chinese data-augmentation chinese-data-augmentation easy-data-augmentation

Updated Sep 2, 2020
Python

goru001 / inltk

Star

Open

Typo fix: 'malyalam' to 'malayalam'

goru001 commented Jul 16, 2019

Some amount of work for this was done here. Checkout this comment to see what it lacked.

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good first issue help wanted

emadboctorx / yolo-tf2

Star

yolo(all versions) implementation in keras and tensorflow 2.5

python deep-neural-networks computer-vision deep-learning command-line tensorflow numpy image-processing data-visualization yolo object-detection train data-augmentation mean-average-precision yolov3 tensorflow2 random-weights yolov4 darknet-weights-support augmentation-pipeline

Updated Jun 4, 2021
Python

iver56 / audiomentations

Star

Open

Padding transform

iver56 commented Jul 22, 2021

This transform takes a fraction of the end or the start of the audio and treats that part as padding. We can implement several modes:

constant (zero)
edge - pads with the edge values of array
wrap
reflect

Read more

good first issue

Open

Implement SomeOf and OneOf

2

425776024 / nlpcda

Star

一键中文数据增强包； NLP数据增强、bert数据增强、EDA：pip install nlpcda

nlp data-augmentation chinese-data-augmentation nlpcda chinese-eda

Updated Jul 7, 2021
Python

zhunzhong07 / Random-Erasing

Star

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

pytorch image-classification object-detection data-augmentation person-re-identification aaai2020

Updated Jun 15, 2021
Python

webdataset / webdataset

Star

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

deep-learning pytorch data-augmentation webdataset webdataset-format

Updated Jul 27, 2021
Jupyter Notebook

textflint

textflint / textflint

Star

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

attack transformation data-augmentation subpopulation text-transformations adversarial-samples text-augmentation model-robustness robustness-analysis

Updated Jul 25, 2021
Python

arcelien / pba

Star

Efficient Learning of Augmentation Policy Schedules

python data-science machine-learning deep-learning tensorflow artificial-intelligence image-classification convolutional-neural-networks data-augmentation augmentation automl automated-machine-learning

Updated Oct 27, 2019
Jupyter Notebook

DemisEom / SpecAugment

Star

A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain

python tensorflow speech pytorch speech-recognition data-augmentation specaugment

Updated Apr 27, 2021
Python

YuliangXiu / MobilePose-pytorch

Star

Light-weight Single Person Pose Estimator

lightweight machine-learning real-time deep-learning heatmap realtime pytorch dataloader squeezenet data-augmentation pose-estimation mobile-device shufflenet resnet-18 mobilenetv2 deeppose shufflenet-v2 shufflenetv2 dsntnn

Updated Jun 8, 2021
Jupyter Notebook

MTG / DeepConvSep

Star

Deep Convolutional Neural Networks for Musical Source Separation

theano deep-learning signal-processing data-generation convolutional-neural-networks audio-synthesis data-augmentation source-separation sample-querying score-synthesis

Updated Jan 31, 2020
Python

hongyi-zhang / mixup

Star

Implementation of the mixup training method

pytorch gan cifar data-augmentation mixup

Updated Jun 12, 2018
Python

firmai / deltapy

Star

DeltaPy - Tabular Data Augmentation (by @firmai)

finance data-science machine-learning time-series tabular-data feature-extraction feature-engineering data-augmentation augmentation

Updated Jan 21, 2021
Jupyter Notebook

mratsim / Amazon-Forest-Computer-Vision

Star

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision deep-learning keras pytorch kaggle kaggle-competition neural-networks transfer-learning neural-network-example data-augmentation

Updated Nov 8, 2019
Jupyter Notebook

codebox / image_augmentor

Star

Data augmentation tool for images

machine-learning data-augmentation image-augmentor

Updated Jun 8, 2021
Python

sshuair / torchsat

Star

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

deep-learning satellite pytorch remote-sensing classification satellite-imagery semantic-segmentation data-augmentation torchvision

Updated Aug 30, 2020
Python

denisyarats / drq

Star

DrQ: Data regularized Q

python control reinforcement-learning deep-learning pixel deep-reinforcement-learning pytorch gym rl data-augmentation sac actor-critic mujoco model-free off-policy dm-control drq soft-actor-crit

Updated Jul 21, 2021
Jupyter Notebook

asteroid-team / torch-audiomentations

Star

Open

Padding transform

iver56 commented Jul 22, 2021

This transform takes a fraction of the end or the start of the audio and treats that part as padding. We can implement several modes:

constant (zero)
edge - pads with the edge values of array
wrap
reflect

Read more

good first issue

Open

Implement SomeOf and OneOf

goodatlas / zeroth

Star

Kaldi-based Korean ASR (한국어 음성인식) open-source project

open-source speech-recognition lexicon audio-data korean kaldi language-model data-augmentation asr tdnn fastcampus zeroth

Updated Jul 28, 2019
Shell

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