#

augmentation

Here are 146 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 13, 2020
Python

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 Jul 7, 2020
Python

Augmentor

mdbloice / Augmentor

Star

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 16, 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 19, 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

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

ming71 / toolbox

Star

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

coco augmentation voc labeling-tool

Updated Aug 19, 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

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🌲 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

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

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

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good first issue

junhwanjang / face_landmark_dnn

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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 11, 2019
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

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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 Jun 10, 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

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

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

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