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

Topic: "augmentation"

danielmiessler/fabric

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

Language: Go - Size: 172 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 30,748 - Forks: 3,170

albumentations-team/albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Language: Python - Size: 100 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 14,816 - Forks: 1,678

aleju/imgaug

Image augmentation for machine learning experiments.

Language: Python - Size: 27.3 MB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 14,178 - Forks: 2,413

spotify/pedalboard

🎛 🔊 A Python library for audio.

Language: C++ - Size: 25.5 MB - Last synced at: 12 days ago - Pushed at: 5 months ago - Stars: 5,455 - Forks: 286

ashnkumar/sketch-code

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

Language: Python - Size: 2.81 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 5,135 - Forks: 690

mdbloice/Augmentor

Image augmentation library in Python for machine learning.

Language: Python - Size: 1.51 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 5,103 - Forks: 867

makcedward/nlpaug

Data augmentation for NLP

Language: Jupyter Notebook - Size: 3.21 MB - Last synced at: 12 days ago - Pushed at: 10 months ago - Stars: 4,539 - Forks: 466

TorchIO-project/torchio

Medical imaging processing for AI applications.

Language: Python - Size: 44.4 MB - Last synced at: 1 day ago - Pushed at: 5 days ago - Stars: 2,169 - Forks: 247

iver56/audiomentations

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

Language: Python - Size: 10.7 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2,014 - Forks: 198

kakaobrain/fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

Language: Python - Size: 1.45 MB - Last synced at: 12 days ago - Pushed at: almost 4 years ago - Stars: 1,600 - Forks: 194

BloodAxe/pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

Language: Python - Size: 3.07 MB - Last synced at: 11 days ago - Pushed at: about 2 months ago - Stars: 1,535 - Forks: 123

clovaai/CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

Language: Python - Size: 198 KB - Last synced at: 8 days ago - Pushed at: over 4 years ago - Stars: 1,235 - Forks: 158

asteroid-team/torch-audiomentations

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

Language: Python - Size: 2.28 MB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 1,025 - Forks: 91

qubvel/ttach

Image Test Time Augmentation with PyTorch!

Language: Python - Size: 51.8 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 998 - Forks: 67

jasmcaus/caer

High-performance Vision library in Python. Scale your research, not boilerplate.

Language: Python - Size: 247 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 787 - Forks: 103

ildoonet/pytorch-randaugment

Unofficial PyTorch Reimplementation of RandAugment.

Language: Python - Size: 835 KB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 621 - Forks: 98

firmai/deltapy

DeltaPy - Tabular Data Augmentation (by @firmai)

Language: Jupyter Notebook - Size: 1.47 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 543 - Forks: 55

hahnec/color-matcher

automatic color-grading

Language: Python - Size: 119 MB - Last synced at: 12 days ago - Pushed at: 21 days ago - Stars: 513 - Forks: 34

arcelien/pba

Efficient Learning of Augmentation Policy Schedules

Language: Jupyter Notebook - Size: 536 KB - Last synced at: 9 months ago - Pushed at: over 5 years ago - Stars: 503 - Forks: 86

RLE-Foundation/rllte

Long-Term Evolution Project of Reinforcement Learning

Language: Python - Size: 96.3 MB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 464 - Forks: 84

dsfsi/textaugment

TextAugment: Text Augmentation Library

Language: Python - Size: 164 KB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 415 - Forks: 60

ming71/toolbox

various cv tools, such as label tools, data augmentation, label conversion, etc.

Language: Jupyter Notebook - Size: 39.4 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 415 - Forks: 124

okankop/vidaug

Effective Video Augmentation Techniques for Training Convolutional Neural Networks

Language: Python - Size: 43.4 MB - Last synced at: 14 days ago - Pushed at: about 1 year ago - Stars: 399 - Forks: 78

GothicAi/Instaboost

Code for ICCV2019 paper "InstaBoost: Boosting Instance Segmentation Via Probability Map Guided Copy-Pasting"

Language: Python - Size: 29.5 MB - Last synced at: 10 months ago - Pushed at: over 5 years ago - Stars: 399 - Forks: 46

patois/abyss

abyss - augmentation of Hexrays decompiler output

Language: Python - Size: 571 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 340 - Forks: 29

ecs-vlc/FMix

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 326 - Forks: 40

ZFTurbo/volumentations

Library for 3D augmentations

Language: Python - Size: 2.51 MB - Last synced at: 13 days ago - Pushed at: 6 months ago - Stars: 247 - Forks: 35

neuromorphs/tonic

Event datasets and transforms.

Language: Python - Size: 5.09 MB - Last synced at: 9 days ago - Pushed at: 2 months ago - Stars: 236 - Forks: 48

ZhenglinZhou/Data_Augmentation_Zoo_for_Object_Detection

Includes: Learning data augmentation strategies for object detection | GridMask data augmentation | Augmentation for small object detection in Numpy. Use RetinaNet with ResNet-18 to test these methods on VOC and KITTI.

Language: Python - Size: 45 MB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 236 - Forks: 48

kumuji/mix3d

Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)

Language: Python - Size: 10.9 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 235 - Forks: 32

albumentations-team/autoalbument

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

Language: Python - Size: 240 KB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 205 - Forks: 20

naver/bergen

Benchmarking library for RAG

Language: Jupyter Notebook - Size: 139 MB - Last synced at: 8 days ago - Pushed at: 12 days ago - Stars: 190 - Forks: 20

vectordotdev/timber-ruby 📦

🌲 Great Ruby logging made easy.

Language: Ruby - Size: 931 KB - Last synced at: 21 days ago - Pushed at: about 5 years ago - Stars: 155 - Forks: 18

KennethEnevoldsen/augmenty

Augmenty is an augmentation library based on spaCy for augmenting texts.

Language: Python - Size: 6.12 MB - Last synced at: 6 days ago - Pushed at: 11 months ago - Stars: 153 - Forks: 11

HasnainRaz/SemSegPipeline

A simpler way of reading and augmenting image segmentation data into TensorFlow

Language: Python - Size: 41 KB - Last synced at: 15 days ago - Pushed at: almost 5 years ago - Stars: 144 - Forks: 27

anton-jeran/FAST-RIR

This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

Language: Python - Size: 4.47 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 143 - Forks: 26

KentoNishi/torch-pitch-shift

Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

Language: Python - Size: 51.8 MB - Last synced at: 12 days ago - Pushed at: 7 months ago - Stars: 135 - Forks: 12

andrewekhalel/edafa

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

Language: Python - Size: 5.21 MB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 123 - Forks: 21

RocketFlash/CAP_augmentation

Cut and paste augmentation for object detection and instance segmentation

Language: Jupyter Notebook - Size: 48.5 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 115 - Forks: 9

qubvel/tta_wrapper

Test Time image Augmentation (TTA) wrapper for Keras model.

Language: Python - Size: 25.4 KB - Last synced at: 6 days ago - Pushed at: over 3 years ago - Stars: 112 - Forks: 18

pooya-mohammadi/deep_utils

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

Language: Python - Size: 3.02 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 110 - Forks: 16

junhwanjang/face_landmark_dnn

Face Landmark Detector based on Mobilenet V1

Language: Python - Size: 73.1 MB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 110 - Forks: 25

IliaLarchenko/albumentations-demo

The service for the demonstration of transforms in Albumentations library

Language: Python - Size: 398 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 103 - Forks: 17

alldbi/SuperMix

Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation

Language: Python - Size: 1.86 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 91 - Forks: 21

gatsby2016/Augmentation-PyTorch-Transforms

Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.

Language: Python - Size: 10.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 90 - Forks: 24

ayulockin/SwAV-TF

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".

Language: Jupyter Notebook - Size: 20.6 MB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 86 - Forks: 12

mjkvaak/ImageDataAugmentor

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

Language: Python - Size: 2.51 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 86 - Forks: 27

VITA-Group/Ultra-Data-Efficient-GAN-Training

[NeurIPS'21] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang

Language: Python - Size: 425 KB - Last synced at: 1 day ago - Pushed at: over 3 years ago - Stars: 84 - Forks: 9

SuperKogito/pydiogment

:mega: Python library for audio augmentation

Language: Python - Size: 88.7 MB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 83 - Forks: 16

AakashKumarNain/AugMix_TF2

TF2.0 port for Augmix paper

Language: Python - Size: 55.7 KB - Last synced at: 21 days ago - Pushed at: about 5 years ago - Stars: 79 - Forks: 11

a-n-rose/Python-Sound-Tool

SoundPy (alpha stage) is a research-based python package for speech and sound. Applications include deep-learning, filtering, speech-enhancement, audio augmentation, feature extraction and visualization, dataset and audio file conversion, and beyond.

Language: Jupyter Notebook - Size: 180 MB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 74 - Forks: 7

shashankvkt/AlignMixup_CVPR22

Official Implementation of AlignMixup - CVPR 2022

Language: Python - Size: 1.12 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 69 - Forks: 8

s-mostafa-a/Luna16 📦

Developing a well-documented repository for the Lung Nodule Detection task on the Luna16 dataset. This work is inspired by the ideas of the first-placed team at DSB2017, "grt123".

Language: Jupyter Notebook - Size: 3.23 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 62 - Forks: 24

dmey/synthia

📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python

Language: Python - Size: 19.7 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 61 - Forks: 9

dinghanshen/Cutoff

The source code for the Cutoff data augmentation approach proposed in this paper: "A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation".

Language: Python - Size: 432 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 61 - Forks: 5

OniroAI/Semantic-segmentation-with-MobileNetV3

TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head

Language: Python - Size: 53.7 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 55 - Forks: 13

Flashkong/Source-Free-Object-Detection-by-Learning-to-Overlook-Domain-Style

[CVPR' 22 ORAL] Source-Free Object Detection by Learning to Overlook Domain Style

Language: Python - Size: 2.36 MB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 51 - Forks: 6

GT-RIPL/FeatMatch

PyTorch code for the paper: "FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning"

Language: Python - Size: 135 MB - Last synced at: 9 days ago - Pushed at: about 4 years ago - Stars: 50 - Forks: 11

ZFTurbo/Keras-augmentation-layer

Keras implementation of layer which performs augmentations of images using GPU.

Language: Python - Size: 31.3 KB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 8

KupynOrest/instance_augmentation

[ECCV 2024] Official Repo for: Dataset Enhancement with Instance-Level Augmentations

Language: Python - Size: 2.46 MB - Last synced at: about 14 hours ago - Pushed at: 8 months ago - Stars: 44 - Forks: 4

hyunjoonbok/Python-Projects

Portfolio in Python

Language: Jupyter Notebook - Size: 43 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 44 - Forks: 14

AppleHolic/audioset_augmentor

Sound augmentation using Large-scale audio dataset (Audioset)

Language: Python - Size: 24.7 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 42 - Forks: 8

continental/image-statistics-matching 📦

Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation

Language: Python - Size: 31 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 41 - Forks: 7

kentaroy47/ODA-Object-Detection-ttA

ODA is a test-time-augmentation(TTA) tool for 2D object detectors. For use in Kaggle competitions.

Language: Jupyter Notebook - Size: 23.3 MB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 38 - Forks: 4

catalyst-team/classification 📦

Catalyst.Classification

Language: Shell - Size: 1.09 MB - Last synced at: about 1 hour ago - Pushed at: over 3 years ago - Stars: 36 - Forks: 9

KentoNishi/torch-time-stretch

Time-stretch audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

Language: Python - Size: 7.16 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 34 - Forks: 3

ankit-ai/SQUAD2.Q-Augmented-Dataset

Augmented version of SQUAD 2.0 for Questions

Language: Python - Size: 35.4 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 32 - Forks: 7

devbruce/CutMixImageDataGenerator_For_Keras

Keras implementation of CutMix regularizer

Language: Python - Size: 8.79 KB - Last synced at: 1 day ago - Pushed at: about 5 years ago - Stars: 31 - Forks: 12

marziehf/DataAugmentationNMT

Data Augmentation for Neural Machine Translation

Language: Lua - Size: 152 KB - Last synced at: 6 months ago - Pushed at: over 7 years ago - Stars: 31 - Forks: 12

liuqidong07/Awesome-LLM-Enhanced-Recommender-Systems

[arXiv'24] Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future

Size: 273 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 30 - Forks: 2

GAMMA-UMD/IR-GAN

Augmenting Room Impulse Response

Language: MATLAB - Size: 7.36 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 29 - Forks: 12

catalyst-team/segmentation 📦

Catalyst.Segmentation

Language: Python - Size: 196 KB - Last synced at: about 1 hour ago - Pushed at: over 3 years ago - Stars: 28 - Forks: 10

yu4u/imgcrop

Simple image augmentation library focusing on random geometric cropping

Language: Python - Size: 7.39 MB - Last synced at: 15 days ago - Pushed at: over 6 years ago - Stars: 28 - Forks: 7

lizhaoliu-Lec/CPCM

This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).

Language: Python - Size: 5.86 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 3

AyanGadpal/Document-Image-Augmentation

Document Image Augmentation is tool for Augmenting axis align document images

Language: Jupyter Notebook - Size: 3.02 MB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 26 - Forks: 2

jcatanza/Fastai-Deep-Learning-From-the-Foundations-TWiML-Study-Group

Review materials for the TWiML Study Group. Contains annotated versions of the original Jupyter noteboooks (look for names like *_jcat.ipynb ), slide decks from weekly Zoom meetups, etc.

Language: Jupyter Notebook - Size: 68.6 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 26 - Forks: 4

hse-cs/fulu

Fulu is a python library of supernova light curves approximation methods based on machine learning.

Language: Jupyter Notebook - Size: 19.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 25 - Forks: 2

fmolivato/RamanDataGenerator

Generator useful to handle Raman spectra data augmentation for deep learning models

Language: Python - Size: 15.6 KB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 9

YeongHyeon/MemAE-TF2

TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"

Language: Python - Size: 736 KB - Last synced at: 16 days ago - Pushed at: almost 2 years ago - Stars: 25 - Forks: 5

datature/discolight

discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨

Language: Python - Size: 66.3 MB - Last synced at: 5 days ago - Pushed at: over 4 years ago - Stars: 25 - Forks: 7

cjf8899/KeepAugment_Pytorch

:low_brightness:Unofficial PyTorch implementation of KeepAugment

Language: Python - Size: 59.6 KB - Last synced at: 16 days ago - Pushed at: almost 3 years ago - Stars: 24 - Forks: 1

Impression2805/IL2A

PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"

Language: Python - Size: 283 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 3

TheKidPadra/DeepLearning.AI-TensorFlow_Developer-specialization

This repo contains my work & The code base for this TensorFlow Developer specialization offered by deeplearning.AI

Language: Jupyter Notebook - Size: 2.68 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 20 - Forks: 13

MaitreChen/MedGAN-ResLite

一个用于肺炎图像分类的轻量级ResNet18-SAM模型实现,采用SH-DCGAN生成少类样本数据,解决了数据不平衡的问题,同时结合剪枝策略实现轻量化!MedGAN-ResLite-V2 Released! Stay tuned!❤

Language: Python - Size: 40.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 19 - Forks: 1

paulbricman/memnav

Expanding propositional memory through text mining.

Language: Python - Size: 19.5 KB - Last synced at: 1 day ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 0

prml615/prml

Multimodal Fully Convolutional Neural networks for Semantic Segmentation.

Language: Python - Size: 1.62 MB - Last synced at: 9 days ago - Pushed at: over 4 years ago - Stars: 19 - Forks: 10

fcakyon/augmented-maskrcnn 📦

Object detection and instance segmentation on MaskRCNN with torchvision, albumentations, tensorboard and cocoapi. Supports custom coco datasets with positive/negative samples.

Language: Python - Size: 2.18 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 19 - Forks: 4

rostepifanov/ecgmentations

A Python library for ecg data augmentation. Useful for machine learning.

Language: Python - Size: 735 KB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 18 - Forks: 2

LayerX-AI/layerx-community

LayerX-AI is a comprehensive platform to annotate and manage your machine learning data.

Language: TypeScript - Size: 9.17 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 17 - Forks: 5

james77777778/keras-aug

A library that includes Keras 3 preprocessing and augmentation layers, providing support for various data types such as images, labels, bounding boxes, segmentation masks, and more.

Language: Python - Size: 698 KB - Last synced at: 10 days ago - Pushed at: 8 months ago - Stars: 16 - Forks: 0

btrekkie/dynamic-connectivity

Data structure for dynamic connectivity in undirected graphs. Supports adding and removing edges and checking whether two vertices are connected (there's a path between them) in polylogarithmic time.

Language: Java - Size: 247 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 16 - Forks: 2

Jasonlee1995/AutoAugment_Detection

Unofficial Pytorch implementation of the paper 'Learning Data Augmentation Strategies for Object Detection'

Language: Jupyter Notebook - Size: 128 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 1

jayChung0302/videomix

Implementation of brand new video augmentation strategy for video action recognition with 3D CNN

Language: Python - Size: 21.4 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 16 - Forks: 0

Devin-Taylor/MultiAug

Multi-modal data augmentation for machine learning

Language: Python - Size: 5.56 MB - Last synced at: 25 days ago - Pushed at: almost 6 years ago - Stars: 16 - Forks: 0

kyle-bong/K-TACC

문맥을 고려한 한국어 텍스트 데이터 증강

Language: Python - Size: 38.6 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 15 - Forks: 2

OmarSamirz/ImageFromTextGenerator

IFTG (ImageFromTextGenerator) is a Python package that simplifies creating robust datasets for OCR models. Generate images from text, apply over 10 built-in noise effects, and customize fonts and layouts. IFTG supports all languages and offers endless noise combinations, including custom noise creation.

Language: Python - Size: 15.2 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 14 - Forks: 1

neerajwagh/evaluating-eeg-representations

Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.

Size: 5.86 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 0

klean2050/ecg-augmentations

ECG time-series augmentations library

Language: Python - Size: 1.19 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 0

BreastGAN/augmentation

Adversarial Augmentation for Enhancing Classification of Mammography Images

Language: Python - Size: 143 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 5

tgilewicz/uniformaugment

Unofficial PyTorch Reimplementation of UniformAugment.

Language: Python - Size: 82 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 5

Related Topics
deep-learning 111 machine-learning 82 python 78 tensorflow 56 pytorch 53 computer-vision 47 image-processing 39 cnn 37 keras 35 nlp 29 image-classification 28 segmentation 25 convolutional-neural-networks 23 data-augmentation 23 classification 22 data 21 image-augmentation 21 transfer-learning 19 object-detection 18 ai 16 audio 15 data-science 15 image 14 yolo 13 albumentations 11 dataset 11 neural-network 11 deep-neural-networks 11 gan 10 opencv 10 keras-tensorflow 9 artificial-intelligence 9 preprocessing 9 natural-language-processing 9 semantic-segmentation 8 tensorflow2 8 sound-processing 8 audio-processing 8 synthetic-data 7 music 7 sound 7 medical-imaging 7 learning 7 ml 7 tta 7 kaggle 7 text-augmentation 6 cnn-keras 6 image-segmentation 6 convolutional-neural-network 6 torch 6 bert 6 cnn-classification 6 ensemble-learning 6 vgg16 5 generator 5 3d 5 medical-image-processing 5 numpy 5 images 5 time-series 5 coco 5 point-cloud 5 self-driving-car 5 detection 5 generative-adversarial-network 5 jupyter-notebook 5 dataset-generation 5 robustness 4 generative-ai 4 self-supervised-learning 4 image-manipulation 4 imagenet 4 image-recognition 4 datascience 4 imgaug 4 yolov8 4 test-time-augmentation 4 transformations 4 cutmix 4 ocr 4 imbalanced-data 4 augmentations 4 video-augmentation 4 audio-augmentation 4 audio-data-augmentation 4 python3 4 transformers 4 pipeline 4 deep 4 mnist 4 cli 4 smote 4 resnet 4 bounding-boxes 4 autoaugment 4 medical-images 3 notebook 3 medical-image-analysis 3 training 3