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Projects in Awesome Lists tagged with augmentation

A curated list of projects in awesome lists tagged with augmentation .

https://github.com/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

Last synced: 16 Dec 2024

https://github.com/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

Last synced: 19 Dec 2024

https://github.com/mdbloice/augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 17 Dec 2024

https://github.com/mdbloice/Augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 02 Nov 2024

https://github.com/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

Last synced: 18 Dec 2024

https://github.com/clovaai/CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

augmentation cutmix iccv2019 regularization transfer-learning

Last synced: 12 Nov 2024

https://github.com/clovaai/cutmix-pytorch

Official Pytorch implementation of CutMix regularizer

augmentation cutmix iccv2019 regularization transfer-learning

Last synced: 16 Dec 2024

https://github.com/ecs-vlc/FMix

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

augmentation pytorch pytorch-lightning tensorflow torchbearer

Last synced: 13 Nov 2024

https://github.com/zfturbo/volumentations

Library for 3D augmentations

3d 3d-augmentation augmentation transformations

Last synced: 21 Dec 2024

https://github.com/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

Last synced: 16 Dec 2024

https://github.com/kentonishi/torch-pitch-shift

Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

audio-augmentation augmentation gpu-support pitch-shift pytorch sound-processing torch torchaudio

Last synced: 21 Dec 2024

https://github.com/naver/bergen

Benchmarking library for RAG

augmentation generation llms rag retrieval

Last synced: 15 Dec 2024

https://github.com/andrewekhalel/edafa

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

augmentation classification computer-vision keras pytorch segmentation super-resolution tensorflow wrapper

Last synced: 18 Dec 2024

https://github.com/qubvel/tta_wrapper

Test Time image Augmentation (TTA) wrapper for Keras model.

augmentation image-classification image-segmentation keras tensorflow tta tta-wrapper

Last synced: 01 Nov 2024

https://github.com/pooya-mohammadi/deep_utils

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

augmentation coco computer-vision cutmix deep-learning face-detection face-recognition machine-learning modelcheckpoint nlp object-detection python pytorch senet tensorflow utils vggface2 yolov5

Last synced: 09 Nov 2024

https://github.com/alldbi/SuperMix

Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation

augmentation cvpr2021 deep-learning distillation pytorch saliency-detection supervised

Last synced: 13 Nov 2024

https://github.com/mjkvaak/ImageDataAugmentor

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

augmentation augmentations data-generation deep-learning image-augmentation image-classification machine-learning python tensorflow2

Last synced: 15 Nov 2024

https://github.com/ayulockin/swav-tf

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".

augmentation contrastive-learning keras representation-learning self-supervised-learning tensorflow tensorflow2

Last synced: 02 Nov 2024

https://github.com/vita-group/ultra-data-efficient-gan-training

[NeurIPS'21] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang

augmentation data-efficient data-efficient-gan-training gan generative-adversarial-network lottery-ticket-hypothesis

Last synced: 16 Nov 2024

https://github.com/shashankvkt/AlignMixup_CVPR22

Official Implementation of AlignMixup - CVPR 2022

alignment augmentation cvpr2022 deep-learning mixup optimal-transport pytorch

Last synced: 13 Nov 2024

https://github.com/zfturbo/keras-augmentation-layer

Keras implementation of layer which performs augmentations of images using GPU.

augmentation gpu-acceleration keras layer tensorflow

Last synced: 22 Nov 2024

https://github.com/gt-ripl/featmatch

PyTorch code for the paper: "FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning"

augmentation image-classification pytorch semi-supervised-learning

Last synced: 14 Nov 2024

https://github.com/continental/image-statistics-matching

Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation

augmentation deep-learning domain-adaptation histogram-matching image-augmentation image-matching image-processing images machine-learning python

Last synced: 15 Nov 2024

https://github.com/kentonishi/torch-time-stretch

Time-stretch audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

audio-augmentation augmentation gpu-support pytorch sound-processing time-stretch torch torchaudio

Last synced: 21 Dec 2024

https://github.com/devbruce/cutmiximagedatagenerator_for_keras

Keras implementation of CutMix regularizer

augmentation cutmix generator keras regularizer

Last synced: 19 Nov 2024

https://github.com/yu4u/imgcrop

Simple image augmentation library focusing on random geometric cropping

augmentation convolutional-neural-networks deep-learning deep-neural-networks image-processing python segmentation

Last synced: 29 Oct 2024

https://github.com/cjf8899/KeepAugment_Pytorch

:low_brightness:Unofficial PyTorch implementation of KeepAugment

augmentation implementation keepaugment pytorch saliency-map

Last synced: 05 Nov 2024

https://github.com/kupynorest/instance_augmentation

[ECCV 2024] Official Repo for: Dataset Enhancement with Instance-Level Augmentations

augmentation computer-vision diffusion-models eccv2024 image-generation image-processing machine-learning pytorch

Last synced: 09 Nov 2024

https://github.com/yeonghyeon/memae-tf2

TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"

anomaly-detection augmentation convolutional-neural-network convolutional-neural-networks deep-learning memorizing memory-augmentation mnist-dataset tensorflow tensorflow2

Last synced: 11 Nov 2024

https://github.com/paulbricman/memnav

Expanding propositional memory through text mining.

augmentation natural-language-processing search-engine text-mining tools-for-thought

Last synced: 17 Nov 2024

https://github.com/fmolivato/ramandatagenerator

Generator useful to handle Raman spectra data augmentation for deep learning models

augmentation deep-learning keras raman-spectra raman-spectroscopy tensorflow

Last synced: 14 Oct 2024

https://github.com/zabir-nabil/audioperm

A python library for generating different permutations of audible segments from audio files.

audio-augmentation audio-classification audio-processing augmentation speaker-recognition speech-augmentation

Last synced: 02 Dec 2024

https://github.com/thinkwee/eda_zh_bert

Chinese version code for the paper "EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks"

augmentation bert chinese-nlp eda nlp nlp-toolkit

Last synced: 06 Dec 2024

https://github.com/adobe-research/beacon-aug

Cross-library augmentation toolbox supporting 300 operators over 8 libraries + AI transforms

albumentation augly augmentation beacon conversion cross-platform deep-learning gan imgaug mmcv preprocessing transformations

Last synced: 14 Nov 2024

https://github.com/pinto0309/face_mask_augmentation

Masked Face Image Augmentation Tool for Dataset 300W-LP with 6D Head Pose Information.

3dmm augmentation face-alignment face-detection headpose

Last synced: 23 Oct 2024

https://github.com/roboflow/magic-scissors

Synthetic data for object detection and segmentation

augmentation computer-vision roboflow synthetic-data

Last synced: 13 Nov 2024

https://github.com/james77777778/keras-aug

A library that includes pure TF/Keras preprocessing and augmentation layers, providing support for various data types such as images, labels, bounding boxes, segmentation masks, and more.

augmentation keras keras-cv preprocessing tensorflow

Last synced: 13 Oct 2024

https://github.com/taishan1994/genius_for_your_data

使用GENIUS文本生成模型训练自己的数据集。

augmentation bart chinese

Last synced: 05 Nov 2024

https://github.com/yeonghyeon/memae

Implementation of Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection.

anomaly-detection augmentation convolutional-neural-network convolutional-neural-networks deep-learning memorizing memory-augmentation mnist-dataset tensorflow tensorflow1

Last synced: 11 Nov 2024

https://github.com/bees4ever/seaqube

Semantic Quality Benchmark for Word Embeddings, i.e. Natural Language Models in Python. Acronym `SeaQuBe` or `seaqube`.

augmentation benchmark fasttext gensim nlp spacy spacy-nlp wordembeddings

Last synced: 18 Oct 2024

https://github.com/giton-app/giton-cli

AI augmentation for Git

ai augmentation cli git

Last synced: 27 Oct 2024

https://github.com/fepegar/miccai-educational-challenge-2020

My submission to the MICCAI Educational Challenge 2020.

augmentation cnn medical-images pytorch torchio tutorial

Last synced: 04 Dec 2024

https://github.com/prash030/image_processing_projects

This repository contains codes that I developed for image processing and evaluation of large dataset of images. These codes are mostly used with Deep Learning networks.

augmentation big-data blur-filter chest-xray-images deblurring gaussian-filter image-analysis image-filtering image-processing opencv

Last synced: 21 Nov 2024

https://github.com/jonzarecki/textual-mqs

Implementation for the IJCAI20 paper "Textual Membership Queries"

active-learning augmentation natural-language-processing

Last synced: 28 Nov 2024

https://github.com/gregogiudici/python-stretch

Simple python library for pitch shifting and time stretching

audio augmentation nanobind python

Last synced: 08 Nov 2024

https://github.com/sayannath/cutmix-augmentation-keras

Implementation of CutMix Augmentation with Keras.

augmentation cutmix cutmix-augmentation keras tensorflow2

Last synced: 11 Dec 2024

https://github.com/curegit/precure-stylegan-ada

Yet another StyleGAN 2.0 implementation using Chainer with Adaptive Discriminator Augmentationto to synthesize specific Precure (Cure Beauty) images

anime augmentation chainer deep-learning generative-adversarial-network image-synthesis precure stylegan2 stylegan2-ada

Last synced: 17 Nov 2024

https://github.com/rakibhhridoy/imageprocessing

Large amount of image processing is quite messy and time consuming,thus the working steps should be fast as well as accurate also. I've made sequential functions that is needed for processing data in TensorFlow and python. These functions made my work fast as it needed in commercial purposes.

augmentation deep-learning functional-programming image-manipulation image-processing keras machine-learning numpy python sequential-patterns tensorflow

Last synced: 06 Nov 2024

https://github.com/loki-silvres/tree-counting-using-yolov8

Object Detection with YoloV8 to approximate the number of trees present in an image.

augmentation object-detection python pytorch transfer-learning ultralytics yolov8

Last synced: 08 Nov 2024

https://github.com/soulyma/ai-early_detection_of_cyberattacks

AI-Early_Detection_Of_CyberAttacks_Using_MachineLearning

augmentation cybersecurity machine-learning ml python sampling-methods

Last synced: 20 Dec 2024

https://github.com/numq/augmenta

Local web application providing API and UI for image augmentation, based on the albumentations library

albumentations api augmenta augmentation augmentations data-augmentation generative-ai image-augmentation image-classification lora-training object-detection stable-diffusion web-ui

Last synced: 18 Nov 2024

https://github.com/matin-ghorbani/albumentations-package

Using Albumentations Package for some image augmentation in different vision tasks

albumentations augmentation computer-vision deep-learning pytorch

Last synced: 29 Nov 2024

https://github.com/ruhyadi/augmentation-hydra

Augmentation with Hydra Config

augmentation hydra

Last synced: 08 Nov 2024

https://github.com/nannigalaxy/audio-preprocessing-tool

Audio preprocessing tool for signal processing and machine learning applications.

audio-processing augmentation machine-learning mfcc signal-processing

Last synced: 19 Dec 2024

https://github.com/tatsuya-fukuoka/albumentations_augmentation_demo

albumentationsを用いたデータ拡張デモ

albumentations augmentation

Last synced: 08 Dec 2024

https://github.com/beenotung/augment-image

Image augmentation library and cli for machine learning tasks

augmentation blur cli crop data-augmentation flip flipx flipy grayscale image machine-learning rotate scale shear typescript

Last synced: 17 Oct 2024

https://github.com/sap-samples/security-research-codegraphsmote

Data augmentation strategy that can be applied to code graphs for learning-based vulnerability discovery.

augmentation data detection learning machine research sample security vulnerability

Last synced: 15 Nov 2024

https://github.com/standardweb3/lumina

The first BFT bridge across blockchains

account-abstraction augmentation bridge

Last synced: 15 Nov 2024

https://github.com/arshadp443/pokemon-classifier

Pokemon Classifier using SVC Model - Machine Learning Project

ai augmentation encode machine-learning sklearn

Last synced: 19 Dec 2024

https://github.com/francomano/cards_classification_kaggle

This is my Convolutional Neural Network built for a Kaggle card image dataset and tested on new external images

accuracy augmentation convolutional-neural-networks f1-score machine-learning neural-network residual-networks

Last synced: 08 Nov 2024

https://github.com/lewis-morris/image_augment

Image augmentation for CNN's. Aiming to increase generalization.

augmentation image numpy python

Last synced: 19 Dec 2024

https://github.com/amirdh17/deep-learning-for-alzheimer-disease-detection-a-cnn-approach

Using CNN model, Alzheimer's disease can be detected in four classes (non, very mild, mild, moderate). Trained model is integrated into a python application which enable user to detect Alzheimer's disease by importing 3D MRI image (NIfTI format).

augmentation deep-learning jupyter-notebook keras kivy nibabel opencv-python pillow preprocessing python tensorflow

Last synced: 12 Nov 2024

https://github.com/yash-saini/image_augmentation

This repository contains the jupyter notebook catering to demonstrating the image augmentation techniques using pytorch.

augmentation imaeg image image-manipulation image-processing imageaugmentation jupyter-notebook python pytorch

Last synced: 06 Nov 2024

https://github.com/infinitode/duplipy

DupliPy is a quick and easy-to-use package that can handle text formatting and data augmentation tasks for NLP in Python. It now offers support for image augmentation tasks as well.

ai augmentation data-analysis data-preprocessing data-science images language-models nlp preprocessing text-data text-datasets text-formatting

Last synced: 08 Nov 2024

https://github.com/shinkansan/nn_image_training_tool

python based simple Tools for Neural network training for image classifier, (dir based image converter, Normalization, Blur Augmentation, Multiple Model Evaluate )

augmentation blur-image blurred-images converter fspecial image-processing normalization standardization

Last synced: 15 Nov 2024