augmentation

There are 15 repositories under augmentation topic.

aleju / imgaug
Image augmentation for machine learning experiments.
affine-transformation augment-images augmentation bounding-boxes contrast crop deep-learning heatmap image-augmentation images keypoints machine-learning polygon segmentation-maps
Language:Python 14138
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
image-augmentation machine-learning augmentation deep-learning detection fast-augmentations segmentation image-segmentation image-processing image-classification python object-detection
Language:Python 13390
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.
ai augmentation flourishing life work
Language:Python 9616
ashnkumar / sketch-code
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
keras tensorflow image-processing deep-learning augmentation
Language:Python 5057
Augmentor
mdbloice / Augmentor
Image augmentation library in Python for machine learning.
augmentation machine-learning deep-learning neural-networks
Language:Python 5021
makcedward / nlpaug
Data augmentation for NLP
nlp augmentation machine-learning artificial-intelligence data-science natural-language-processing adversarial-attacks adversarial-example ai ml
Language:Jupyter Notebook 4291
torchio
fepegar / torchio
Medical imaging toolkit 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 1951
iver56 / audiomentations
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
audio audio-data-augmentation audio-effects augmentation data-augmentation deep-learning dsp machine-learning music python sound sound-processing
Language:Python 1688
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 1582
pytorch-toolbelt
BloodAxe / pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
pytorch kaggle image-classification image-segmentation deep-learning segmentation python image-processing machine-learning focal-loss jaccard-loss tta test-time-augmentation augmentation object-detection pipeline
Language:Python 1481
clovaai / CutMix-PyTorch
Official Pytorch implementation of CutMix regularizer
cutmix augmentation regularization transfer-learning iccv2019
Language:Python 1192
qubvel / ttach
Image Test Time Augmentation with PyTorch!
augmentation deep-learning test-time-augmentation tta tta-wrapper pytorch computer-vision classification segmentation keypoint-detection
Language:Python 941
asteroid-team / torch-audiomentations
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
data-augmentation pytorch audio-data-augmentation audio waveform dsp audio-effects machine-learning deep-learning music sound sound-processing augmentation python differentiable-data-augmentation
Language:Python 876
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 749
ildoonet / pytorch-randaugment
Unofficial PyTorch Reimplementation of RandAugment.
augmentation autoaugment cifar classification computer-vision convolutional-neural-networks deep-learning imagenet pytorch
Language:Python 619
firmai / deltapy
DeltaPy - Tabular Data Augmentation (by @firmai)
data-augmentation tabular-data feature-extraction feature-engineering time-series augmentation data-science machine-learning finance
Language:Jupyter Notebook 527
arcelien / pba
Efficient Learning of Augmentation Policy Schedules
artificial-intelligence augmentation automated-machine-learning automl convolutional-neural-networks data-augmentation data-science deep-learning image-classification machine-learning python tensorflow
Language:Jupyter Notebook 502
RLE-Foundation / rllte
Long-Term Evolution Project of Reinforcement Learning
benchmark-framework long-term-project machine-learning reinforcement-learning robotics deep-learning gym huggingface phasic-policy-gradient drq-v2 procgen pybullet augmentation ppo deepmind-control-suite intrinsic-reward
Language:Python 434
ming71 / toolbox
various cv tools, such as label tools, data augmentation, label conversion, etc.
augmentation labeling-tool voc coco
Language:Jupyter Notebook 420
GothicAi / Instaboost
Code for ICCV2019 paper "InstaBoost: Boosting Instance Segmentation Via Probability Map Guided Copy-Pasting"
detectron augmentation segmentation
Language:Python 399
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 370
okankop / vidaug
Effective Video Augmentation Techniques for Training Convolutional Neural Networks
augmentation convolutional-neural-networks deep-learning deep-neural-networks video-augmentation
Language:Python 369
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 350
ecs-vlc / FMix
Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'
augmentation pytorch pytorch-lightning torchbearer tensorflow
Language:Jupyter Notebook 329
abyss
patois / abyss
abyss - augmentation of Hexrays decompiler output
augmentation bug-hunting code-auditing decompilation decompiler hexrays idapro idapython idapython-plugin plugin
Language:Python 314
kumuji / mix3d
Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)
point-cloud 3d augmentation 3dvision semantic-segmentation
Language:Python 234
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.
augmentation gridmask objectdetection smallobjectdetection
Language:Python 233
ZFTurbo / volumentations
Library for 3D augmentations
3d 3d-augmentation augmentation transformations
Language:Python 212
albumentations-team / autoalbument
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
automl augmentation image-augmentation deep-learning pytorch automated-machine-learning machine-learning computer-vision
Language:Python 198
neuromorphs / tonic
Publicly available event datasets and transforms.
augmentation datasets event-based neuromorphic spikes transformations
Language:Python 187
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 154
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 147
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 145
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.
room-impulse-response automatic-speech-recognition acoustics conditional-generation generative-adversarial-network speech augmentation synthetic-data rir neural-network diffuse-scattering deep-learning impulse-response implicit-neural-representation
Language:Python 137
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 124
KentoNishi / torch-pitch-shift
Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.
pytorch pitch-shift torch torchaudio augmentation audio-augmentation sound-processing gpu-support
Language:Python 123