Topic: data-augmentation Goto Github

👇 Here are 1006 public repositories matching this topic...

425776024 / nlpcda
data-augmentation,一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda
User: 425776024
nlp data-augmentation chinese-data-augmentation nlpcda chinese-eda

agamiko / data-augmentation-review
data-augmentation,List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
User: agamiko
data-augmentation data-synthesis data-generation generative-adversarial-network review survey style-transfer machine-learning augmentation-policies data-augmentations

amanchadha / coursera-gan-specialization
data-augmentation,Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
User: amanchadha
artificial-intelligence bias bias-detection biggan conditional-gan coursera data-augmentation dcgan deep-learning deeplearning-ai gan gans generative-adversarial-network generative-model neural-network pix2pix pytorch stylegan u-net wgan

arcelien / pba
data-augmentation,Efficient Learning of Augmentation Policy Schedules
User: arcelien
Home Page: https://bair.berkeley.edu/blog/2019/06/07/data_aug/
machine-learning data-science artificial-intelligence deep-learning python automl data-augmentation augmentation automated-machine-learning tensorflow convolutional-neural-networks image-classification

arundo / tsaug
data-augmentation,A Python package for time series augmentation
Organization: arundo
Home Page: https://tsaug.readthedocs.io
time-series data-augmentation deep-learning audio

asteroid-team / torch-audiomentations
data-augmentation,Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
Organization: asteroid-team
audio audio-data-augmentation audio-effects augmentation data-augmentation deep-learning differentiable-data-augmentation dsp machine-learning music python pytorch sound sound-processing waveform

bcmi / awesome-few-shot-image-generation
data-augmentation,A curated list of papers, code and resources pertaining to few-shot image generation.
Organization: bcmi
few-shot-learning few-shot-generation few-shot-image-generation data-augmentation

bethgelab / imagecorruptions
data-augmentation,Python package to corrupt arbitrary images.
Organization: bethgelab
Home Page: https://pypi.org/project/imagecorruptions/
data-augmentation image-corruptions pip3 python

codebox / image_augmentor
data-augmentation,Data augmentation tool for images
User: codebox
Home Page: https://codebox.net/pages/image-augmentation-with-python
data-augmentation image-augmentor machine-learning

conradry / copy-paste-aug
data-augmentation,Copy-paste augmentation for segmentation and detection tasks
User: conradry
instance-segmentation object-detection deep-learning data-augmentation copy-paste

debidatta / syndata-generation
data-augmentation,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
User: debidatta
Home Page: https://arxiv.org/abs/1708.01642
synthetic-data data-augmentation object-detection instance-detection faster-rcnn

demiseom / specaugment
data-augmentation,A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain
User: demiseom
speech-recognition specaugment speech python tensorflow pytorch data-augmentation

denisyarats / drq
data-augmentation,DrQ: Data regularized Q
User: denisyarats
Home Page: https://sites.google.com/view/data-regularized-q
rl reinforcement-learning deep-learning mujoco dm-control gym pixel sac soft-actor-crit pytorch

dsxiangli / chinesener
data-augmentation,中文NER的那些事儿
User: dsxiangli
bert-bilstm-crf crf bert-fine-tuning ner bilstm-crf adversarial-transfer-learning multitask-learning chinese-ner msra msr

fepegar / torchio
data-augmentation,Medical imaging toolkit for deep learning
User: fepegar
Home Page: http://www.torchio.org
pytorch medical-image-computing deep-learning data-augmentation medical-images machine-learning python medical-image-processing medical-image-analysis medical-imaging-datasets medical-imaging-with-deep-learning augmentation

firmai / deltapy
data-augmentation,DeltaPy - Tabular Data Augmentation (by @firmai)
User: firmai
Home Page: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3582219
data-augmentation tabular-data feature-extraction feature-engineering time-series augmentation data-science machine-learning finance

garfield-kh / posetriplet
data-augmentation,[CVPR 2022] PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision (Oral)
User: garfield-kh
cvpr2022 data-augmentation motion-generation motion-imitation pose-estimation

goodatlas / zeroth
data-augmentation,Kaldi-based Korean ASR (한국어 음성인식) open-source project
Organization: goodatlas
kaldi zeroth korean asr language-model speech-recognition audio-data lexicon open-source fastcampus

goru001 / inltk
data-augmentation,Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
User: goru001
Home Page: https://inltk.readthedocs.io
nlp deep-learning indic-languages pytorch data-augmentation sentence-similarity sentence-encoding word-embeddings sentence-embeddings

hongyi-zhang / mixup
data-augmentation,Implementation of the mixup training method
User: hongyi-zhang
cifar data-augmentation gan mixup pytorch

iver56 / audiomentations
data-augmentation,A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
User: iver56
Home Page: https://iver56.github.io/audiomentations/
audio sound data-augmentation augmentation sound-processing python machine-learning music deep-learning audio-effects

jasonwei20 / eda_nlp
data-augmentation,Data augmentation for NLP, presented at EMNLP 2019
User: jasonwei20
Home Page: https://arxiv.org/abs/1901.11196
classification cnn data-augmentation embeddings nlp position rnn sentence swap synonyms text-classification

justinsalamon / scaper
data-augmentation,A library for soundscape synthesis and augmentation
User: justinsalamon
soundscape synthesis audio soundscape-synthesis sox machine-listening data-augmentation audio-processing machine-learning

lirongwu / awesome-graph-self-supervised-learning
data-augmentation,Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
User: lirongwu
self-supervised-learning machine-learning unsupervised-learning graph-neural-networks pre-training data-augmentation pretext-task representation-learning transfer-learning deep-learning

mratsim / amazon-forest-computer-vision
data-augmentation,Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
User: mratsim
Home Page: https://www.kaggle.com/c/planet-understanding-the-amazon-from-space
pytorch data-augmentation kaggle-competition kaggle deep-learning computer-vision keras neural-networks neural-network-example transfer-learning

mtg / deepconvsep
data-augmentation,Deep Convolutional Neural Networks for Musical Source Separation
Organization: mtg
signal-processing deep-learning source-separation theano convolutional-neural-networks sample-querying data-augmentation data-generation score-synthesis audio-synthesis

nicholasli1995 / evoskeleton
data-augmentation,Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
User: nicholasli1995
Home Page: https://arxiv.org/abs/2006.07778
human-pose-estimation 3d-pose-estimation data-augmentation 2d-to-3d deep-learning evolutionary-algorithms bias-correction dataset annotaton-tool 3d-computer-vision

nvidia / dali
data-augmentation,A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Organization: nvidia
Home Page: https://docs.nvidia.com/deeplearning/dali/user-guide/docs/index.html
fast-data-pipeline image-augmentation data-augmentation image-processing data-processing deep-learning machine-learning python neural-network gpu

paperspace / dataaugmentationforobjectdetection
data-augmentation,Data Augmentation For Object Detection
Organization: paperspace
Home Page: https://blog.paperspace.com/data-augmentation-for-bounding-boxes/
data-augmentation imagine-augmentation object-detection bounding-box deep-learning opencv

qdata / textattack
data-augmentation,TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
Organization: qdata
Home Page: https://textattack.readthedocs.io/en/master/
machine-learning security natural-language-processing nlp adversarial-machine-learning adversarial-attacks data-augmentation adversarial-examples

quincyliang / nlp-data-augmentation
data-augmentation,Data Augmentation for NLP. NLP数据增强
User: quincyliang
data-augmentation nlp

quqxui / awesome-llm4ie-papers
data-augmentation,Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
User: quqxui
Home Page: https://arxiv.org/abs/2312.17617
cross-domain-learning data-augmentation event-arguments event-detection event-extraction few-shot-learning in-context-learning information-extraction knowledge-graph-construction large-language-models named-entity-recognition relation-extraction zero-shot-learning

snorkel-team / snorkel
data-augmentation,A system for quickly generating training data with weak supervision
Organization: snorkel-team
Home Page: https://snorkel.org
ai data-augmentation data-science data-slicing labeling machine-learning python snorkel training-data weak-supervision

sparkfish / augraphy
data-augmentation,Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes
Organization: sparkfish
Home Page: https://github.com/sparkfish/augraphy
data-augmentation crappification deep-neural-networks training-data machine-learning data-pipeline image-processing augmentation-pipeline synthetic-data synthetic-dataset-generation

sshuair / torchsat
data-augmentation,🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
User: sshuair
Home Page: https://torchsat.readthedocs.io
pytorch deep-learning satellite satellite-imagery torchvision remote-sensing data-augmentation classification semantic-segmentation

styfeng / dataaug4nlp
data-augmentation,Collection of papers and resources for data augmentation for NLP.
User: styfeng
Home Page: https://arxiv.org/abs/2105.03075
data-augmentation text-classification acl2021 natural-language-processing machine-learning artificial-intelligence deep-learning survey survey-paper transformers

tebmer / awesome-knowledge-distillation-of-llms
data-augmentation,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 & Vertical Distillation of LLMs.
User: tebmer
data-augmentation instruction-following kd knowledge-distillation large-language-model llm self-training survey compression data-synthesis

textflint / textflint
data-augmentation,Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
Organization: textflint
adversarial-samples attack data-augmentation model-robustness robustness-analysis subpopulation text-augmentation text-transformations transformation

tigerlab-ai / tiger
data-augmentation,Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding, RAG), TigerTune (fine-tuning)
User: tigerlab-ai
Home Page: https://www.tigerlab.ai
classification fine-tuning llm llm-training rag ai-safety data-augmentation large-language-models aisafety

vanderschaarlab / synthcity
data-augmentation,A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
Organization: vanderschaarlab
Home Page: https://www.vanderschaar-lab.com/
data-augmentation fairness-ml generative-model machine-learning privacy pytorch synthetic-data tabular-data

vinthony / ghost-free-shadow-removal
data-augmentation,[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN
User: vinthony
Home Page: https://arxiv.org/abs/1911.08718
shadow-removal data-augmentation tensorflow scene-understanding deep-learning

visual-layer / fastdup
data-augmentation,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 operations costs at an unparalleled scale.
Organization: visual-layer
data-curation dataset deep-learning image-duplicate-detection machine-learning novelty-detection object-detection outlier-detection python visual-search

webdataset / webdataset
data-augmentation,A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
Organization: webdataset
webdataset webdataset-format data-augmentation pytorch deep-learning

westlake-ai / openmixup
data-augmentation,CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
Organization: westlake-ai
Home Page: https://openmixup.readthedocs.io
automix awesome-list awesome-mim awesome-mixup benchmark contrastive-learning data-augmentation data-generation deep-learning image-classifcation imagenet machine-learning masked-image-modeling mixup pytorch self-supervised-learning semi-supervised-learning vision-transformer

yongzhuo / nlp_xiaojiang
data-augmentation,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
User: yongzhuo
Home Page: https://blog.csdn.net/rensihui
chatbot feature data-augmentation text-augment enhance chinese nlp distance bert xlnet

yuliangxiu / mobilepose
data-augmentation,Light-weight Single Person Pose Estimator
User: yuliangxiu
Home Page: http://xiuyuliang.cn
pytorch deeppose deep-learning pose-estimation mobilenetv2 data-augmentation dataloader machine-learning resnet-18 mobile-device

zhanlaoban / eda_nlp_for_chinese
data-augmentation,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。
User: zhanlaoban
eda data-augmentation chinese-data-augmentation chinese easy-data-augmentation text-classification

zhao-tong / graph-data-augmentation-papers
data-augmentation,A curated list of graph data augmentation papers.
User: zhao-tong
graph-machine-learning data-augmentation graph-neural-networks graph-data-augmentation survey

zhaoj9014 / face.evolve
data-augmentation,🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
User: zhaoj9014
pytorch face-recognition face-detection face-alignment face-landmark-detection model-training feature-extraction fine-tuning data-augmentation deep-learning computer-vision imbalanced-learning transfer-learning hard-negative-mining supervised-learning nus tencent convolutional-neural-network machine-learning artificial-intelligence

zhunzhong07 / random-erasing
data-augmentation,Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
User: zhunzhong07
data-augmentation image-classification object-detection person-re-identification pytorch aaai2020