Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: data-augmentation

DmitryRyumin/OpenAV

An open-source library for recognition of speech commands in the user dictionary using audiovisual data of the speaker

Language: Python - Size: 106 MB - Last synced: about 7 hours ago - Pushed: about 8 hours ago - Stars: 2 - Forks: 1

ZhaoJ9014/face.evoLVe

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

Language: Python - Size: 8.05 MB - Last synced: about 17 hours ago - Pushed: over 1 year ago - Stars: 3,352 - Forks: 753

juliorodrigues07/manuscript-digit-recognition

Applying Convolutional Neural Networks (CNN) for recognizing manuscript digits.

Language: Jupyter Notebook - Size: 27.7 MB - Last synced: about 19 hours ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

PandapowrTR/Burobot

Burobot is a toolbox for tasks such as data collection, training, and data cleaning in the field of artificial intelligence.

Language: Python - Size: 431 KB - Last synced: about 6 hours ago - Pushed: 1 day ago - Stars: 1 - Forks: 0

webdataset/webdataset

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

Language: Python - Size: 48.5 MB - Last synced: about 18 hours ago - Pushed: 26 days ago - Stars: 1,980 - Forks: 152

visual-layer/fastdup

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.

Language: Python - Size: 1.58 GB - Last synced: about 15 hours ago - Pushed: about 1 month ago - Stars: 1,410 - Forks: 71

anthonyweidai/FullRot_WRMix

Official implementation of Any Region Can Be Perceived Equally and Effectively on Rotation Pretext Task Using Full Rotation and Weighted-Region Mixture

Language: Python - Size: 1.64 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 1 - Forks: 0

CGCL-codes/TransferAttackSurrogates

The official code of IEEE S&P 2024 paper "Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferability". We study how to train surrogates model for boosting transfer attack.

Language: Python - Size: 128 KB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 7 - Forks: 1

IamBrijeshh/Early_detection_of_lung_cancer_webApp

Early Detection of Lung Cancer Using DataScience Techniques. Type of Application: Web Application

Language: Jupyter Notebook - Size: 477 KB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 0 - Forks: 0

lasopablo/freesurfer-freesurfer-dev-mri_WMHsynthseg

Project at Harvard (HMS and MGH) for Deep Learning-powered WMH quantification. Please refer to the official website for more recent information.

Language: Python - Size: 3.17 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 1 - Forks: 1

shadowbourne/pegasus-lightweight-gan

3rd Year: 1st - 104/100. Generative Modelling: Applying GANs to generate out-of-sample inter-class images - "The Mythical Pegasus: A Mysterious Journey".

Language: Python - Size: 5.07 MB - Last synced: 2 days ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

asteroid-team/torch-audiomentations

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

Language: Python - Size: 2.3 MB - Last synced: 2 days ago - Pushed: about 1 month ago - Stars: 880 - Forks: 86

mfsungeun/waste-cnn-image-classification

This repository contains code for comparing and evaluating various CNN classification models on a waste image dataset.

Language: Jupyter Notebook - Size: 757 KB - Last synced: 1 day ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

LirongWu/awesome-graph-self-supervised-learning

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

Size: 428 KB - Last synced: 2 days ago - Pushed: about 2 months ago - Stars: 1,286 - Forks: 161

MSD-IRIMAS/Augmenting-TSC-Elastic-Averaging

Augmenting Time Series Datasets with Weighted Elastic Barycenter Averaging

Language: Python - Size: 614 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 0 - Forks: 0

tm4roon/data-augmentation-for-nlp

An implementation of data augmentation methods for natural language processing tasks.

Language: Python - Size: 13 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 12 - Forks: 1

juliendenize/torchaug

Library to perform efficient vision data augmentations for CPU/GPU per-sample/batched data.

Language: Python - Size: 2.31 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 22 - Forks: 2

psm1996/MNIST

Digit Recognizer Using MNIST database

Language: Jupyter Notebook - Size: 2.47 MB - Last synced: 5 days ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

fepegar/torchio

Medical imaging toolkit for deep learning

Language: Python - Size: 44.2 MB - Last synced: 2 days ago - Pushed: 4 days ago - Stars: 1,957 - Forks: 226

vkit-x/vkit

Boosting Document Intelligence

Language: Python - Size: 765 KB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 21 - Forks: 1

snucclab/MOO

Mathematical Operation Organizer(MOO)

Language: Python - Size: 14 MB - Last synced: 6 days ago - Pushed: almost 2 years ago - Stars: 6 - Forks: 0

BaumSebastian/ALVA

ALVA: Adversarial Latent Vector Adjustment

Language: Python - Size: 17.8 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

Westlake-AI/Awesome-Mixup

Awesome List of Mixup Augmentation Papers for Visual Representation Learning

Size: 313 KB - Last synced: about 19 hours ago - Pushed: 8 days ago - Stars: 83 - Forks: 7

declare-lab/InstrAug

Official Implementation of the paper: "InstrAug: Automatic Instruction Augmentation for Multimodal Instruction Fine-tuning"

Language: Jupyter Notebook - Size: 67.5 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 4 - Forks: 0

mratsim/Amazon-Forest-Computer-Vision

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

Language: Jupyter Notebook - Size: 3.13 MB - Last synced: about 18 hours ago - Pushed: over 4 years ago - Stars: 366 - Forks: 74

marcusturewicz/auganise

Data augmentation for TensorFlow

Language: Jupyter Notebook - Size: 81.1 KB - Last synced: 7 days ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

ahmedbesbes/mrnet

Building an ACL tear detector to spot knee injuries from MRIs with PyTorch (MRNet)

Language: Python - Size: 76.4 MB - Last synced: about 19 hours ago - Pushed: about 3 years ago - Stars: 119 - Forks: 39

akiomik/pilgram

A python library for instagram filters

Language: Jupyter Notebook - Size: 3.47 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 102 - Forks: 17

infinitylogesh/mutate

A library to synthesize text datasets using Large Language Models (LLM)

Language: Python - Size: 163 KB - Last synced: 8 days ago - Pushed: over 1 year ago - Stars: 149 - Forks: 8

KimRass/Copy-Paste

From-scratch PyTorch implementation of 'Copy-Paste' (Ghiasi et al., 2021) on COCO 2014.

Language: Python - Size: 23.5 MB - Last synced: 6 days ago - Pushed: 8 days ago - Stars: 1 - Forks: 0

yongzhuo/nlp_xiaojiang

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

Language: Python - Size: 23.4 MB - Last synced: 5 days ago - Pushed: over 2 years ago - Stars: 1,512 - Forks: 395

iver56/audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

Language: Python - Size: 9.31 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 1,696 - Forks: 176

AlexanderVNikitin/tsgm

Generative modeling of synthetic time series data and time series augmentations

Language: Python - Size: 8.18 MB - Last synced: about 5 hours ago - Pushed: 1 day ago - Stars: 98 - Forks: 13

Jorgen98/LineShaper

Interactive tool for generating geographically accurate definitions of public transport routes.

Language: TypeScript - Size: 6.3 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 0 - Forks: 0

remydecoupes/GeoNLPlify

:earth_africa: :book: A NLP library for data augmentation focusing on spatial information contained in text

Language: Python - Size: 149 KB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 1 - Forks: 0

JasonZhang156/awesome-mixed-sample-data-augmentation

A collection of awesome things about mixed sample data augmentation

Size: 230 KB - Last synced: about 1 hour ago - Pushed: about 4 years ago - Stars: 127 - Forks: 15

HKUDS/OpenGraph

"OpenGraph: Towards Open Graph Foundation Models"

Language: Python - Size: 58.9 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 121 - Forks: 8

artitw/text2text

Text2Text: Crosslingual NLP/G toolkit

Language: Python - Size: 686 KB - Last synced: 10 days ago - Pushed: 3 months ago - Stars: 274 - Forks: 33

snorkel-team/snorkel

A system for quickly generating training data with weak supervision

Language: Python - Size: 279 MB - Last synced: 24 days ago - Pushed: 2 months ago - Stars: 5,699 - Forks: 855

Nikronic/Places365-Preprocessing

Some functions to preprocess Places365-Standard data set for deep learning tasks. (feed as data to CoarseNet, ObjectNet, EdgeNet, and DetailsNet)

Language: Python - Size: 875 KB - Last synced: 11 days ago - Pushed: almost 5 years ago - Stars: 6 - Forks: 0

DAMO-NLP-SG/PeerDA

Source code of "PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks" (ACL23)

Language: Python - Size: 6.39 MB - Last synced: 11 days ago - Pushed: 10 months ago - Stars: 4 - Forks: 1

farahhuifanyang/QuORE

The official implementation of "Open Relation Extraction With Non-existent and Multi-span Relationships", KR 2022.

Language: Python - Size: 718 KB - Last synced: 11 days ago - Pushed: over 1 year ago - Stars: 11 - Forks: 1

Keraskp/Data-Augmentation_Regularization-on-CNN

Applying Data Augmentation and Regularization techniques on CIFAR-10 Dataset to improve performance of Convolutional Neural Network

Language: Jupyter Notebook - Size: 23.4 MB - Last synced: 12 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

aurelienmorgan/defect_detection_webservice

Surface Defect Detection as a Tensorflow/Keras model microservice container.

Language: Python - Size: 93.4 MB - Last synced: 12 days ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0

DefTruth/torchlm

💎A high level pipeline for face landmarks detection, it supports training, evaluating, exporting, inference(Python/C++) and 100+ data augmentations, can easily install via pip.

Language: Python - Size: 154 MB - Last synced: 12 days ago - Pushed: about 1 month ago - Stars: 218 - Forks: 23

Achuttarsing/inflecteur

python inflector 🌀 for French language : control gender, tense and number

Language: Python - Size: 5.01 MB - Last synced: 4 days ago - Pushed: over 2 years ago - Stars: 8 - Forks: 0

bhky/targetran

Python library for data augmentation in object detection or image classification model training

Language: Python - Size: 2.74 MB - Last synced: 7 days ago - Pushed: 5 months ago - Stars: 20 - Forks: 2

sparkfish/augraphy

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

Language: Python - Size: 245 MB - Last synced: 7 days ago - Pushed: about 1 month ago - Stars: 303 - Forks: 41

mhasan08/data_augmentation

Common data augmentation techniques for AI

Language: Python - Size: 147 MB - Last synced: 14 days ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

YuliangXiu/MobilePose

Light-weight Single Person Pose Estimator

Language: Jupyter Notebook - Size: 37 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 627 - Forks: 148

ALebrun-108/BoxSERS

Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).

Language: Jupyter Notebook - Size: 20 MB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 48 - Forks: 14

koshian2/keras-ricap

A Keras/TensorFlow implementation of RICAP (Random Image Cropping And Patching)

Language: Python - Size: 6.15 MB - Last synced: 16 days ago - Pushed: over 5 years ago - Stars: 8 - Forks: 2

jtn-ms/data-augmentation

MFC data augmentation for image processing and machine learning

Language: C++ - Size: 5.42 MB - Last synced: 16 days ago - Pushed: over 6 years ago - Stars: 1 - Forks: 1

onuralpszr/kopikatAPI

KopikatAPI is Python library for interacting with the Kopikat API.

Language: Python - Size: 590 KB - Last synced: 24 days ago - Pushed: 25 days ago - Stars: 15 - Forks: 0

NVIDIA/DALI

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

Language: C++ - Size: 368 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 4,906 - Forks: 603

HKUDS/DSL

[IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"

Language: Python - Size: 128 MB - Last synced: 11 days ago - Pushed: 4 months ago - Stars: 19 - Forks: 3

roatienza/straug

Image transformations designed for Scene Text Recognition (STR) data augmentation. Published at ICCV 2021 Workshop on Interactive Labeling and Data Augmentation for Vision.

Language: Python - Size: 2.55 MB - Last synced: 2 days ago - Pushed: about 1 year ago - Stars: 238 - Forks: 35

SqueezeAILab/LLM2LLM

LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement

Language: Python - Size: 209 KB - Last synced: 16 days ago - Pushed: about 1 month ago - Stars: 98 - Forks: 8

shiqinghuayi19/LLMforEvent

This is the public repository of AAAI 2024 paper "Is a Large Language Model a Good Annotator for Event Extraction"

Size: 2.25 MB - Last synced: 14 days ago - Pushed: 3 months ago - Stars: 2 - Forks: 0

delftdata/autofeat

Source code for augmenting relational datasets through join paths

Language: Jupyter Notebook - Size: 23.5 MB - Last synced: 18 days ago - Pushed: about 2 months ago - Stars: 1 - Forks: 2

sshuair/torchsat

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

Language: Python - Size: 41.3 MB - Last synced: 10 days ago - Pushed: over 3 years ago - Stars: 381 - Forks: 48

volkamerlab/maxsmi

maxsmi: a guide to SMILES augmentation. Find the optimal SMILES augmentation for accurate molecular prediction.

Language: Jupyter Notebook - Size: 219 MB - Last synced: 18 days ago - Pushed: 3 months ago - Stars: 27 - Forks: 4

Constannnnnt/image_data_augmentor

self implemented and used data augmentation for images

Language: Python - Size: 6.84 KB - Last synced: 19 days ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

zhunzhong07/Random-Erasing

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

Language: Python - Size: 15.6 MB - Last synced: 18 days ago - Pushed: 6 months ago - Stars: 712 - Forks: 155

alexjfoote/reetoolbox

Toolbox for measuring adversarial robustness to many transforms

Language: Jupyter Notebook - Size: 80.3 MB - Last synced: 6 days ago - Pushed: over 1 year ago - Stars: 18 - Forks: 2

vndee/multi-mnist

MNIST dataset with multiple digits. This dataset can be use for learning number (more than 1 digit) regconizer model.

Language: Python - Size: 11.4 MB - Last synced: 20 days ago - Pushed: about 5 years ago - Stars: 4 - Forks: 5

Moeed1mdnzh/Data-Augmentor

Generate over 100 images for each of your images

Language: Python - Size: 517 KB - Last synced: 20 days ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0

QData/TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

Language: Python - Size: 25.3 MB - Last synced: 21 days ago - Pushed: about 1 month ago - Stars: 2,744 - Forks: 370

zhao-tong/graph-data-augmentation-papers

A curated list of graph data augmentation papers.

Size: 136 KB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 273 - Forks: 22

mlcommons/GaNDLF

A generalizable application framework for segmentation, regression, and classification using PyTorch

Language: Python - Size: 69.1 MB - Last synced: 24 days ago - Pushed: 28 days ago - Stars: 137 - Forks: 72

arundo/tsaug

A Python package for time series augmentation

Language: Python - Size: 21.4 MB - Last synced: 14 days ago - Pushed: over 1 year ago - Stars: 339 - Forks: 37

overtane/udacity-carnd-p3

Deep Learning: Behavioral Cloning with Keras

Language: Jupyter Notebook - Size: 3.22 MB - Last synced: 23 days ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

toriving/KoEDA

Korean Easy Data Augmentation

Language: Python - Size: 844 KB - Last synced: 22 days ago - Pushed: over 2 years ago - Stars: 92 - Forks: 5

amine759/Face-recognition-opencv

Language: Python - Size: 662 KB - Last synced: 23 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

HKUDS/AdaGCL

[KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"

Language: Python - Size: 5.61 MB - Last synced: 11 days ago - Pushed: about 2 months ago - Stars: 43 - Forks: 2

vanderschaarlab/synthcity

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

Language: Python - Size: 6.88 MB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 350 - Forks: 45

Aniket965/Deva_nagari_Classifier

Language: Jupyter Notebook - Size: 21.5 KB - Last synced: 24 days ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

Paperspace/DataAugmentationForObjectDetection

Data Augmentation For Object Detection

Language: Jupyter Notebook - Size: 9.93 MB - Last synced: 24 days ago - Pushed: about 4 years ago - Stars: 1,117 - Forks: 313

MTG/DeepConvSep

Deep Convolutional Neural Networks for Musical Source Separation

Language: Python - Size: 36.3 MB - Last synced: 24 days ago - Pushed: over 4 years ago - Stars: 465 - Forks: 109

vijayakuruba/IFT6759_Distribution_shifts_WILDS

Course work project for IFT6759 - WILDS - Distribution shifts in wilds - iwildcam

Language: Jupyter Notebook - Size: 4.47 MB - Last synced: 24 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 2

davamix/data-augmentation-sample

Some image transformations in python

Language: Jupyter Notebook - Size: 6.13 MB - Last synced: 24 days ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

davamix/data-augmentation

Trying some functions for data augmentation in images

Language: Python - Size: 5.02 MB - Last synced: 24 days ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

megvii-research/PMN

[TPAMI 2023 / ACMMM 2022 Best Paper Runner-Up Award] Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling (a Data Perspective)

Language: Python - Size: 464 MB - Last synced: 18 days ago - Pushed: 5 months ago - Stars: 119 - Forks: 14

mahmoudnafifi/WB_color_augmenter

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

Language: MATLAB - Size: 140 MB - Last synced: 14 days ago - Pushed: about 1 year ago - Stars: 162 - Forks: 33

Tebmer/Awesome-Knowledge-Distillation-of-LLMs

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.

Size: 18 MB - Last synced: 26 days ago - Pushed: 27 days ago - Stars: 205 - Forks: 15

RooTender/augmentator

Ready-to-use tool for image augmentation

Language: Rust - Size: 475 KB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 3 - Forks: 0

senwu/dauphin

An uncertainty-based random sampling algorithm for data augmentation

Language: Python - Size: 32.6 MB - Last synced: 27 days ago - Pushed: over 3 years ago - Stars: 28 - Forks: 6

goru001/inltk

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

Language: Python - Size: 812 KB - Last synced: 18 days ago - Pushed: 4 months ago - Stars: 811 - Forks: 165

Wuyxin/DISC

Official code of "Discover and Cure: Concept-aware Mitigation of Spurious Correlation" (ICML 2023)

Language: Python - Size: 294 MB - Last synced: 23 days ago - Pushed: 24 days ago - Stars: 32 - Forks: 5

ThalesGroup/pythagore-mod-reco

Package to train and run modulation recognition on raw I/Q radio samples, via deep-learning models

Language: Jupyter Notebook - Size: 436 KB - Last synced: 23 days ago - Pushed: over 1 year ago - Stars: 18 - Forks: 11

AdanMora/SubImages-PyIP

Image processing lib, divides an image in a specific number of sub-images, compatible with Numpy.

Language: Python - Size: 119 KB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

clementchadebec/pyraug

Data Augmentation with Variational Autoencoders (TPAMI)

Language: Python - Size: 10.3 MB - Last synced: 19 days ago - Pushed: over 1 year ago - Stars: 135 - Forks: 15

skanderhamdi/attention_cnn_lstm_covid_mel_spectrogram

Attention-based Hybrid CNN-LSTM and Spectral Data Augmentation for COVID-19 Diagnosis from Cough Sound

Language: Python - Size: 49.8 KB - Last synced: 18 days ago - Pushed: over 1 year ago - Stars: 24 - Forks: 4

emilio-molina/audio_degrader

Audio degradation toolbox in python, with a command-line tool. It is useful to apply controlled degradations to audio: e.g. data augmentation, evaluation in noisy conditions, etc.

Language: Python - Size: 130 MB - Last synced: 8 days ago - Pushed: almost 2 years ago - Stars: 50 - Forks: 10

bethgelab/imagecorruptions

Python package to corrupt arbitrary images.

Language: Python - Size: 4.94 MB - Last synced: 28 days ago - Pushed: 10 months ago - Stars: 372 - Forks: 61

justinsalamon/scaper

A library for soundscape synthesis and augmentation

Language: Python - Size: 65.6 MB - Last synced: 29 days ago - Pushed: about 2 years ago - Stars: 342 - Forks: 52

RUCAIBox/CFCRS Fork of wxl1999/CFCRS

[KDD23] Official PyTorch implementation for "Improving Conversational Recommendation Systems via Counterfactual Data Simulation".

Language: Python - Size: 10.5 MB - Last synced: 16 days ago - Pushed: 11 months ago - Stars: 11 - Forks: 0

homayounsr/Classification-Model-for-Speech-Emotions

In this project, I used the RAVDESS dataset with eight emotions, each at two intensities. I built a model extracting five features from speech signals to classify emotions, providing valuable insights.

Language: Jupyter Notebook - Size: 7.24 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

firmai/deltapy

DeltaPy - Tabular Data Augmentation (by @firmai)

Language: Jupyter Notebook - Size: 1.47 MB - Last synced: 19 days ago - Pushed: 8 months ago - Stars: 527 - Forks: 53

Diamondfan/Child-ASR-Paper

A list of papers for child ASR

Size: 5.91 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 7 - Forks: 2

Related Keywords
data-augmentation 845 deep-learning 269 machine-learning 158 pytorch 129 python 126 tensorflow 101 computer-vision 97 keras 89 cnn 88 convolutional-neural-networks 82 transfer-learning 77 image-classification 74 nlp 50 classification 45 image-processing 44 opencv 33 deep-neural-networks 32 keras-tensorflow 32 natural-language-processing 31 object-detection 28 gan 28 data-science 28 neural-network 26 neural-networks 26 artificial-intelligence 23 mixup 21 cnn-classification 20 generative-adversarial-network 20 numpy 20 python3 19 jupyter-notebook 18 augmentation 18 regularization 17 cnn-keras 17 dataset 17 synthetic-data 16 bert 16 image-augmentation 16 fine-tuning 15 semantic-segmentation 14 tensorflow2 14 text-classification 14 data-preprocessing 14 self-supervised-learning 13 graph-neural-networks 13 resnet 13 transformers 13 resnet-50 12 contrastive-learning 12 artificial-neural-networks 11 cnn-model 11 matplotlib 11 generative-model 11 cifar10 11 batch-normalization 11 convolutional-neural-network 10 time-series 10 language-model 10 semi-supervised-learning 10 yolo 10 data-generation 10 audio 10 data 9 ai 9 few-shot-learning 9 deeplearning 9 feature-extraction 9 mnist 9 transformer 9 synthetic-dataset-generation 9 speech-recognition 9 representation-learning 9 unsupervised-learning 9 lstm 9 data-visualization 8 medical-imaging 8 data-augmentation-strategies 8 audio-processing 8 preprocessing 8 vgg16 8 image-segmentation 8 segmentation 8 llm 7 dropout 7 imagenet 7 gpu 7 robustness 7 self-driving-car 7 ensemble-learning 7 rnn 7 adversarial-attacks 7 albumentations 7 u-net 7 question-answering 7 embeddings 7 image-recognition 7 docker 6 mnist-classification 6 torchvision 6 gans 6