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augmentation

Here are 377 public repositories matching this topic...

aleju / imgaug

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 Apr 6, 2024
Python

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

python machine-learning deep-learning detection image-processing image-classification segmentation object-detection image-segmentation image-augmentation augmentation fast-augmentations

Updated May 1, 2024
Python

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 life work augmentation flourishing

Updated May 2, 2024
Python

ashnkumar / sketch-code

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 Apr 5, 2024
Python

Augmentor

mdbloice / Augmentor

Image augmentation library in Python for machine learning.

machine-learning deep-learning neural-networks augmentation

Updated Mar 21, 2024
Python

makcedward / nlpaug

Data augmentation for NLP

nlp data-science machine-learning natural-language-processing ai ml artificial-intelligence augmentation adversarial-example adversarial-attacks

Updated Mar 4, 2023
Jupyter Notebook

torchio

fepegar / torchio

Medical imaging toolkit for deep learning

python machine-learning deep-learning pytorch medical-image-computing medical-images data-augmentation augmentation medical-image-processing medical-image-analysis medical-imaging-datasets medical-imaging-with-deep-learning

Updated Apr 29, 2024
Python

iver56 / audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

audio python music machine-learning deep-learning dsp sound sound-processing data-augmentation augmentation audio-effects audio-data-augmentation

Updated Apr 29, 2024
Python

kakaobrain / fast-autoaugment

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 Jun 16, 2021
Python

pytorch-toolbelt

BloodAxe / pytorch-toolbelt

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 Apr 18, 2024
Python

clovaai / CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

regularization transfer-learning augmentation cutmix iccv2019

Updated Sep 16, 2020
Python

qubvel / ttach

Image Test Time Augmentation with PyTorch!

computer-vision deep-learning pytorch classification segmentation augmentation tta tta-wrapper keypoint-detection test-time-augmentation

Updated Jul 28, 2023
Python

asteroid-team / torch-audiomentations

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

audio python music machine-learning deep-learning dsp waveform sound pytorch sound-processing data-augmentation augmentation audio-effects differentiable-data-augmentation audio-data-augmentation

Updated Apr 4, 2024
Python

jasmcaus / caer

High-performance Vision library in Python. Scale your research, not boilerplate.

Updated Oct 13, 2023
Python

ildoonet / pytorch-randaugment

Unofficial PyTorch Reimplementation of RandAugment.

computer-vision deep-learning pytorch classification imagenet convolutional-neural-networks cifar augmentation autoaugment

Updated Mar 14, 2023
Python

firmai / deltapy

DeltaPy - Tabular Data Augmentation (by @firmai)

finance data-science machine-learning time-series tabular-data feature-extraction feature-engineering data-augmentation augmentation

Updated Sep 19, 2023
Jupyter Notebook

arcelien / pba

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

RLE-Foundation / rllte

Long-Term Evolution Project of Reinforcement Learning

machine-learning reinforcement-learning deep-learning robotics gym benchmark-framework augmentation procgen long-term-project pybullet ppo intrinsic-reward huggingface phasic-policy-gradient deepmind-control-suite drq-v2

Updated Apr 29, 2024
Python

ming71 / toolbox

various cv tools, such as label tools, data augmentation, label conversion, etc.

coco augmentation voc labeling-tool

Updated Mar 9, 2022
Jupyter Notebook

GothicAi / Instaboost

Code for ICCV2019 paper "InstaBoost: Boosting Instance Segmentation Via Probability Map Guided Copy-Pasting"

segmentation augmentation detectron

Updated Jan 7, 2020
Python

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