#

augmentation

Here are 157 public repositories matching this topic...

aleju / imgaug

Star

Image augmentation for machine learning experiments.

machine-learning deep-learning images heatmap crop contrast polygon keypoints affine-transformation bounding-boxes image-augmentation augmentation segmentation-maps augment-images

Updated Oct 19, 2020
Python

albumentations

albumentations-team / albumentations

Star

Open

Add new transforms from https://arxiv.org/abs/1903.12261

6

ternaus commented Nov 26, 2019

There is a set of Pixel Level transforms that is used in the work Benchmarking Neural Network Robustness to Common Corruptions and Perturbations

The authors also share the code => we can absorb some transforms that they have into the library.

https://github.com/hendrycks/robustness/blob/master/ImageNet-C/create_c/make_imagenet_c.py

ShotNoise
Defocus
GlassBlur

Read more

enhancement good first issue

Open

New aliases for bbox formats

Open

Feature request: add hypothesis library to tests

2

Find more good first issues →

ashnkumar / sketch-code

Star

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

deep-learning tensorflow keras image-processing augmentation

Updated Oct 2, 2020
Python

Augmentor

mdbloice / Augmentor

Star

Image augmentation library in Python for machine learning.

machine-learning deep-learning neural-networks augmentation

Updated Oct 20, 2020
Jupyter Notebook

makcedward / nlpaug

Star

Data augmentation for NLP

nlp data-science machine-learning natural-language-processing ai ml artificial-intelligence augmentation adversarial-example adversarial-attacks

Updated Oct 29, 2020
Jupyter Notebook

kakaobrain / fast-autoaugment

Star

Official Implementation of 'Fast AutoAugment' in PyTorch.

computer-vision deep-learning cnn pytorch distributed image-classification convolutional-neural-networks augmentation automl automated-machine-learning

Updated Apr 11, 2020
Python

BloodAxe / pytorch-toolbelt

Star

PyTorch extensions for fast R&D prototyping and Kaggle farming

python machine-learning deep-learning pipeline image-processing pytorch kaggle image-classification segmentation object-detection image-segmentation augmentation focal-loss tta jaccard-loss test-time-augmentation

Updated Oct 31, 2020
Python

clovaai / CutMix-PyTorch

Star

Official Pytorch implementation of CutMix regularizer

regularization transfer-learning augmentation cutmix iccv2019

Updated Sep 16, 2020
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

GothicAi / Instaboost

Star

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

segmentation augmentation detectron

Updated Jan 7, 2020
Python

qubvel / ttach

Star

Image Test Time Augmentation with PyTorch!

computer-vision deep-learning pytorch augmentation tta tta-wrapper test-time-augmentation

Updated Oct 13, 2020
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 Apr 22, 2020
Jupyter Notebook

ildoonet / pytorch-randaugment

Star

Unofficial PyTorch Reimplementation of RandAugment.

computer-vision deep-learning pytorch classification imagenet convolutional-neural-networks cifar augmentation autoaugment

Updated Jan 29, 2020
Python

iver56 / audiomentations

Star

Open

Add tanh distortion transform

iver56 opened Jul 27, 2020

enhancement good first issue

ming71 / toolbox

Star

various tools such as label-tools , data-augmentation , etc.

coco augmentation voc labeling-tool

Updated Nov 1, 2020
Jupyter Notebook

ecs-vlc / FMix

Star

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

tensorflow pytorch augmentation torchbearer pytorch-lightning

Updated Oct 13, 2020
Jupyter Notebook

timberio / timber-ruby

Star

🌲 Great Ruby logging made easy.

ruby rails metadata application sinatra events hanami log logging context structured-logging timber timber-ruby contextual-data augmentation lograge

Updated Apr 16, 2020
Ruby

okankop / vidaug

Star

Effective Video Augmentation Techniques for Training Convolutional Neural Networks

deep-neural-networks deep-learning convolutional-neural-networks augmentation video-augmentation

Updated Jul 2, 2020
Python

HasnainRaz / SemSegPipeline

Star

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

python deep-learning pipeline tensorflow labels data-preprocessing masks semantic-segmentation data-augmentation image-augmentation augmentation image-preprocessing input-pipeline data-augmentations

Updated Jun 15, 2020
Python

andrewekhalel / edafa

Star

Open

Add pytorch segmentation example

andrewekhalel commented Nov 5, 2018

Using the same concept used in keras segmentation example add pytorch segmentation example

Read more

good first issue

junhwanjang / face_landmark_dnn

Star

Face Landmark Detector based on Mobilenet V1

keras cnn dataset augmentation mobilenet coreml face-landmark-detection

Updated May 23, 2019
Python

qubvel / tta_wrapper

Star

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

tensorflow keras image-classification image-segmentation augmentation tta tta-wrapper

Updated Sep 2, 2020
Python

AakashKumarNain / AugMix_TF2

Star

TF2.0 port for Augmix paper

python computer-vision deep-learning tensorflow classification augmentation keras-tensorflow robustness

Updated Feb 4, 2020
Python

dsfsi / textaugment

Star

TextAugment: Text Augmentation Library

nlp natural-language-processing word2vec wordnet synonym augmentation mixup augmentation-methods low-resouce-language nlp-augmentation

Updated Oct 22, 2020
Python

ZFTurbo / Keras-augmentation-layer

Star

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

tensorflow keras layer gpu-acceleration augmentation

Updated Oct 18, 2019
Python

pydiogment

SuperKogito / pydiogment

Star

📣 Python library for audio augmentation

audio python machine-learning deep-learning sound sound-processing audio-processing augmentation audio-effects

Updated Jul 20, 2020
Python

alldbi / SuperMix

Star

Pytorch implementation of SuperMix: Supervising the Mixing Data Augmentation

deep-learning pytorch supervised augmentation saliency-detection

Updated Mar 13, 2020
Python

catalyst-team / classification

Star

Catalyst.Classification

python docker machine-learning deep-learning pipeline image-processing pytorch classification image-classification reproducibility catalyst augmentation focal-loss classification-pipeline

Updated Jun 28, 2020
Shell

AppleHolic / audioset_augmentor

Star

Sound augmentation using Large-scale audio dataset (Audioset)

deep-learning speech sound dataset augmentation source-separation audioset

Updated Nov 28, 2019
Python

ImageDataAugmentor

mjkvaak / ImageDataAugmentor

Star

Custom image data generator for Keras supporting the use of modern augmentation modules

python machine-learning deep-learning data-generation image-classification image-augmentation augmentation

Updated Oct 20, 2020
Python

Improve this page

Add a description, image, and links to the 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 augmentation topic, visit your repo's landing page and select "manage topics."

You can’t perform that action at this time.