augmentation

There are 8 repositories under augmentation topic.

aleju / imgaug
Image augmentation for machine learning experiments.
image-augmentation machine-learning augmentation deep-learning images affine-transformation polygon heatmap segmentation-maps keypoints bounding-boxes augment-images crop contrast
Language:Python 12632
albumentations
albumentations-team / albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
augmentation deep-learning detection fast-augmentations image-augmentation image-classification image-processing image-segmentation machine-learning object-detection python segmentation
Language:Python 10253
Augmentor
mdbloice / Augmentor
Image augmentation library in Python for machine learning.
augmentation deep-learning machine-learning neural-networks
Language:Python 4721
ashnkumar / sketch-code
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
augmentation deep-learning image-processing keras tensorflow
Language:Python 4621
makcedward / nlpaug
Data augmentation for NLP
adversarial-attacks adversarial-example ai artificial-intelligence augmentation data-science machine-learning ml natural-language-processing nlp
Language:Jupyter Notebook 3252
kakaobrain / fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
augmentation automated-machine-learning automl cnn computer-vision convolutional-neural-networks deep-learning distributed image-classification pytorch
Language:Python 1490
torchio
fepegar / torchio
TorchIO: medical imaging for deep learning.
pytorch medical-image-computing deep-learning data-augmentation medical-images machine-learning python medical-image-processing medical-image-analysis medical-imaging-datasets medical-imaging-with-deep-learning augmentation
Language:Python 1376
BloodAxe / pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
augmentation deep-learning focal-loss image-classification image-processing image-segmentation jaccard-loss kaggle machine-learning object-detection pipeline python pytorch segmentation test-time-augmentation tta
Language:Python 1237
clovaai / CutMix-PyTorch
Official Pytorch implementation of CutMix regularizer
cutmix augmentation regularization transfer-learning iccv2019
Language:Python 1002
iver56 / audiomentations
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
audio sound data-augmentation augmentation sound-processing python machine-learning music deep-learning audio-effects audio-data-augmentation dsp
Language:Python 978
qubvel / ttach
Image Test Time Augmentation with PyTorch!
augmentation classification computer-vision deep-learning keypoint-detection pytorch segmentation test-time-augmentation tta tta-wrapper
Language:Python 731
jasmcaus / caer
High-performance Vision library in Python. Scale your research, not boilerplate.
python vision artificial-intelligence machine-learning neural-network deep-learning gpu ai data-science image-processing video-processing caer augmentation computer-vision opencv cuda type-checking segmentation image-classification image-segmentation
Language:Python 617
ildoonet / pytorch-randaugment
Unofficial PyTorch Reimplementation of RandAugment.
pytorch autoaugment augmentation computer-vision imagenet cifar classification deep-learning convolutional-neural-networks
Language:Python 505
asteroid-team / torch-audiomentations
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
audio audio-data-augmentation audio-effects augmentation data-augmentation deep-learning differentiable-data-augmentation dsp machine-learning music python pytorch sound sound-processing waveform
Language:Python 497
arcelien / pba
Efficient Learning of Augmentation Policy Schedules
machine-learning data-science artificial-intelligence deep-learning python automl data-augmentation augmentation automated-machine-learning tensorflow convolutional-neural-networks image-classification
Language:Jupyter Notebook 480
firmai / deltapy
DeltaPy - Tabular Data Augmentation (by @firmai)
augmentation data-augmentation data-science feature-engineering feature-extraction finance machine-learning tabular-data time-series
Language:Jupyter Notebook 427
GothicAi / Instaboost
Code for ICCV2019 paper "InstaBoost: Boosting Instance Segmentation Via Probability Map Guided Copy-Pasting"
detectron augmentation segmentation
Language:Python 392
ming71 / toolbox
various cv tools, such as label tools, data augmentation, label conversion, etc.
augmentation labeling-tool voc coco
Language:Jupyter Notebook 372
ecs-vlc / FMix
Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'
augmentation pytorch pytorch-lightning tensorflow torchbearer
Language:Jupyter Notebook 305
okankop / vidaug
Effective Video Augmentation Techniques for Training Convolutional Neural Networks
augmentation convolutional-neural-networks deep-learning deep-neural-networks video-augmentation
Language:Python 277
abyss
patois / abyss
abyss - augmentation of Hexrays decompiler output
idapro idapython-plugin idapython hexrays decompiler code-auditing decompilation plugin augmentation bug-hunting
Language:Python 273
dsfsi / textaugment
TextAugment: Text Augmentation Library
augmentation augmentation-methods synonym wordnet word2vec low-resouce-language nlp nlp-augmentation mixup natural-language-processing hacktoberfest
Language:Python 242
vectordotdev / timber-ruby
🌲 Great Ruby logging made easy.
timber timber-ruby structured-logging log logging ruby rails sinatra metadata contextual-data context augmentation hanami lograge events application
Language:Ruby 155
kumuji / mix3d
Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)
point-cloud 3d augmentation 3dvision semantic-segmentation
Language:Python 150
albumentations-team / autoalbument
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
augmentation automated-machine-learning automl computer-vision deep-learning image-augmentation machine-learning pytorch
Language:Python 149
zzl-pointcloud / 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.
augmentation gridmask objectdetection smallobjectdetection
Language:Python 148
HasnainRaz / SemSegPipeline
A simpler way of reading and augmenting image segmentation data into TensorFlow
tensorflow deep-learning input-pipeline data-augmentation semantic-segmentation python data-preprocessing augmentation pipeline data-augmentations image-augmentation image-preprocessing masks
Language:Python 136
andrewekhalel / edafa
Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.
augmentation computer-vision segmentation super-resolution tensorflow keras pytorch classification wrapper
Language:Python 119
hahnec / color-matcher
automatic color-grading
color match histogram matching image colour transfer monge kantorovich mkl pitie reinhard re-color automatic color-grading photography lightfield stopmotion histogram-equalization augmentation
Language:Python 117
qubvel / tta_wrapper
Test Time image Augmentation (TTA) wrapper for Keras model.
augmentation keras tensorflow image-classification image-segmentation tta-wrapper tta
Language:Python 108
KennethEnevoldsen / augmenty
Augmenty is an augmentation library based on spaCy for augmenting texts.
augmentation spacy-extension spacy nlp nlproc natural-language-processing python text-classification training-data text-augmentation spacy-nlp
Language:Python 105
junhwanjang / face_landmark_dnn
Face Landmark Detector based on Mobilenet V1
keras augmentation face-landmark-detection cnn mobilenet coreml dataset
Language:Python 102
RocketFlash / CAP_augmentation
Cut and paste augmentation for object detection and instance segmentation
augmentation self-driving-car object-detection semantic-segmentation instance-segmentation segmentation
Language:Jupyter Notebook 87
ZFTurbo / volumentations
Library for 3D augmentations
3d 3d-augmentation augmentation transformations
Language:Python 86
alldbi / SuperMix
Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation
pytorch augmentation supervised deep-learning saliency-detection distillation cvpr2021
Language:Python 77
ImageDataAugmentor
mjkvaak / ImageDataAugmentor
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
image-augmentation machine-learning deep-learning augmentation image-classification python data-generation tensorflow2 augmentations
Language:Python 77

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deep-learning pytorch object-detection tensorflow computer-vision