#

data-augmentation

Here are 271 public repositories matching this topic...

snorkel-team / snorkel

Star

Open

List of inbuilt metrics in score page of label model

TrigonaMinima commented May 1, 2020

Is your feature request related to a problem? Please describe.

In the documentation page of label model score (here), the list of possible metrics are not listed. I had to go through the source to find

Read more

Open

Spam tutorial - accuracy of logreg with label model ?

3

Open

Add support for other NLP preprocessors (CoreNLP, nltk)

3

Find more good first issues →

NVIDIA / DALI

Star

Open

Add 'Compose()' style interface for DALI IO and transforms

24

dnola commented Feb 11, 2020

So, we have some existing code over at the PyTorch Ignite project that is actually pretty general and might be really handy to have in DALI: pytorch/ignite#766

In core PyTorch, you can chain transformations and FileIO together easily with the Compose() operation: https://pytorch.org/docs/stable/torchvision/transforms.html#torchvision.transforms.Compose

Something like

Read more

enhancement

Open

`ResizeCropMirror(..., output_dtype=FLOAT)` returns UINT8 tensor

1

ZhaoJ9014 / face.evoLVe.PyTorch

Star

🔥

🔥High-Performance Face Recognition Library on PyTorch🔥

🔥

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 Mar 26, 2020
Python

ncullen93 / torchsample

Star

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

deep-learning torch pytorch affine data-augmentation

Updated May 13, 2019
Python

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 May 6, 2020
Python

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

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 Nov 8, 2019
Python

goru001 / inltk

Star

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 deep-learning word-embeddings pytorch data-augmentation indic-languages sentence-similarity sentence-encoding

Updated Apr 6, 2020
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 Feb 6, 2020
Python

arcelien / pba

Star

Open

inspect.getargspec() deprecated in Python 3

MichaelMcAleer commented Mar 15, 2020

Hi PBA Team,

Spotted this warning in my IDE when looking through your code:

https://github.com/arcelien/pba/blob/a9cc308d936dee488aab7e3582ab7a47167b587a/pba/augmentation_transforms.py#L224

getargspec() has been deprecated since Python 3.0 in favour of getfullargspec()

It may be worthwhile adding a try/except block for this import because getfullargspec() isn't available in Pyt

Read more

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

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 May 17, 2019
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 23, 2020

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 Nov 8, 2019
Jupyter Notebook

fepegar / torchio

Star

Open

Randomize k-space filling axis in RandomMotion

fepegar opened Feb 12, 2020

enhancement good first issue

Open

Add repr to all classes

Open

Add more docs for Queue

Find more good first issues →

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

emadboctorx / yolov3-keras-tf2

Star

yolo implementation in keras and tensorflow 2.2

deep-neural-networks computer-vision deep-learning numpy image-processing pandas data-visualization python3 yolo performance-visualization object-detection train k-means bounding-boxes data-augmentation pretrained-weights mean-average-precision yolov3 tensorflow2 random-weights

Updated May 24, 2020
Python

hongyi-zhang / mixup

Star

Implementation of the mixup training method

pytorch gan cifar data-augmentation mixup

Updated Jun 12, 2018
Python

DemisEom / SpecAugment

Star

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

python tensorflow speech pytorch speech-recognition data-augmentation specaugment

Updated Feb 16, 2020
Python

codebox / image_augmentor

Star

Data augmentation tool for images

machine-learning data-augmentation image-augmentor

Updated Oct 27, 2019
Python

firmai / deltapy

Star

DeltaPy - Tabular Data Augmentation

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

Updated Apr 22, 2020
Jupyter Notebook

MIPT-Oulu / solt

Star

Streaming over lightweight data transformations

deep-learning image-recognition image-segmentation landmark-detection data-augmentation

Updated May 3, 2020
Jupyter Notebook

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

yu4u / mixup-generator

Star

An implementation of "mixup: Beyond Empirical Risk Minimization"

deep-neural-networks generator keras data-augmentation mixup

Updated Nov 5, 2017
Jupyter Notebook

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 May 13, 2020
Jupyter Notebook

hwalsuklee / tensorflow-mnist-cnn

Star

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

tensorflow cnn dropout mnist batch-normalization mnist-classification data-augmentation ensemble-prediction

Updated Jul 26, 2018
Python

PaddlePaddle / PaddleClas

Star

A treasure chest for image classification powered by PaddlePaddle

image-classification knowledge-distillation data-augmentation mixup xception autoaugment res2net mobilenetv3 efficientnet cutmix hrnet randaugment gridmask resnetvd ssld

Updated May 20, 2020
Python

debidatta / syndata-generation

Star

Code used to generate synthetic scenes and bounding box annotations for object detection. This was used to generate data used in the Cut, Paste and Learn paper

faster-rcnn object-detection data-augmentation synthetic-data instance-detection

Updated Dec 17, 2019
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 Apr 11, 2020
Python

quincyliang / nlp-data-augmentation

Star

Data Augmentation for NLP. NLP数据增强

nlp data-augmentation

Updated Aug 7, 2019

Improve this page

Add a description, image, and links to the data-augmentation topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the data-augmentation topic, visit your repo's landing page and select "manage topics."

You can’t perform that action at this time.