The Wayback Machine - https://web.archive.org/web/20200824234831/https://github.com/topics/augmentation

#

augmentation

Here are 150 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 Jun 1, 2020
Python

albumentations

albumentations-team / albumentations

Star

Open

Feature request: Swam carving transform

ternaus commented Jul 4, 2020

Add Seam Carving transform for images, masks, bounding boxes, landmarks:

https://www.pyimagesearch.com/2017/01/23/seam-carving-with-opencv-python-and-scikit-image/

https://github.com/andrewdcampbell/seam-carving

Read more

enhancement good first issue

Open

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

6

Open

New aliases for bbox formats

Find more good first issues →

yolov3

ultralytics / yolov3

Star

YOLOv3 in PyTorch > ONNX > CoreML > iOS

training ios deep-learning inference pytorch yolo object-detection darknet augmentation coreml onnx yolov3

Updated Aug 23, 2020
Python

ashnkumar / sketch-code

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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 Jul 7, 2020
Python

Augmentor

mdbloice / Augmentor

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Image augmentation library in Python for machine learning.

machine-learning deep-learning neural-networks augmentation

Updated Aug 17, 2020
Jupyter Notebook

kakaobrain / fast-autoaugment

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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

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 Aug 23, 2020
Jupyter Notebook

BloodAxe / pytorch-toolbelt

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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 Aug 24, 2020
Python

clovaai / CutMix-PyTorch

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Official Pytorch implementation of CutMix regularizer

regularization transfer-learning augmentation cutmix iccv2019

Updated Aug 14, 2020
Python

arcelien / pba

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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 Jul 20, 2020
Python

firmai / deltapy

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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

ming71 / toolbox

Star

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

coco augmentation voc labeling-tool

Updated Aug 20, 2020
Jupyter Notebook

ildoonet / pytorch-randaugment

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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

good first issue

ecs-vlc / FMix

Star

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

tensorflow pytorch augmentation torchbearer pytorch-lightning

Updated Aug 6, 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

HasnainRaz / SemSegPipeline

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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

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

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

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

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

Updated Sep 11, 2019
Python

AakashKumarNain / AugMix_TF2

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TF2.0 port for Augmix paper

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

Updated Feb 4, 2020
Python

dsfsi / textaugment

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TextAugment: Text Augmentation Library

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

Updated Aug 20, 2020
Python

ZFTurbo / Keras-augmentation-layer

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

tensorflow keras layer gpu-acceleration augmentation

Updated Oct 18, 2019
Python

alldbi / SuperMix

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Pytorch implementation of SuperMix: Supervising the Mixing Data Augmentation

deep-learning pytorch supervised augmentation saliency-detection

Updated Mar 13, 2020
Python

pydiogment

SuperKogito / pydiogment

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📣 Python library for audio augmentation

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

Updated Jul 20, 2020
Python

catalyst-team / classification

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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

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