augmentation
There are 379 repositories under augmentation topic.
aleju/imgaug
Image augmentation for machine learning experiments.
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
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.
ashnkumar/sketch-code
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
mdbloice/Augmentor
Image augmentation library in Python for machine learning.
makcedward/nlpaug
Data augmentation for NLP
fepegar/torchio
Medical imaging toolkit for deep learning
iver56/audiomentations
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
kakaobrain/fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
BloodAxe/pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
clovaai/CutMix-PyTorch
Official Pytorch implementation of CutMix regularizer
qubvel/ttach
Image Test Time Augmentation with PyTorch!
asteroid-team/torch-audiomentations
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
jasmcaus/caer
High-performance Vision library in Python. Scale your research, not boilerplate.
ildoonet/pytorch-randaugment
Unofficial PyTorch Reimplementation of RandAugment.
firmai/deltapy
DeltaPy - Tabular Data Augmentation (by @firmai)
arcelien/pba
Efficient Learning of Augmentation Policy Schedules
RLE-Foundation/rllte
Long-Term Evolution Project of Reinforcement Learning
ming71/toolbox
various cv tools, such as label tools, data augmentation, label conversion, etc.
GothicAi/Instaboost
Code for ICCV2019 paper "InstaBoost: Boosting Instance Segmentation Via Probability Map Guided Copy-Pasting"
dsfsi/textaugment
TextAugment: Text Augmentation Library
okankop/vidaug
Effective Video Augmentation Techniques for Training Convolutional Neural Networks
hahnec/color-matcher
automatic color-grading
ecs-vlc/FMix
Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'
patois/abyss
abyss - augmentation of Hexrays decompiler output
kumuji/mix3d
Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)
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.
ZFTurbo/volumentations
Library for 3D augmentations
albumentations-team/autoalbument
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
neuromorphs/tonic
Publicly available event datasets and transforms.
vectordotdev/timber-ruby
🌲 Great Ruby logging made easy.
KennethEnevoldsen/augmenty
Augmenty is an augmentation library based on spaCy for augmenting texts.
HasnainRaz/SemSegPipeline
A simpler way of reading and augmenting image segmentation data into TensorFlow
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.
andrewekhalel/edafa
Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.
KentoNishi/torch-pitch-shift
Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.