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74 search results found

Imgaug ⭐ 13,682

Image augmentation for machine learning experiments.

Albumentations ⭐ 13,439

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

Augmentor ⭐ 4,973

Image augmentation library in Python for machine learning.

Nlpaug ⭐ 3,825

Data augmentation for NLP

Stylegan2 Pytorch ⭐ 3,147

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

Textattack ⭐ 2,597

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

Torchio ⭐ 1,904

Medical imaging toolkit for deep learning

Audiomentations ⭐ 1,605

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

Data Augmentation Review ⭐ 1,499

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

Torch Audiomentations ⭐ 823

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

📝 This repository recorded my NLP journey.

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

Deltapy ⭐ 411

DeltaPy - Tabular Data Augmentation (by @firmai)

Long-Term Evolution Project of Reinforcement Learning

Efficient Learning of Augmentation Policy Schedules

Image_augmentor ⭐ 366

Data augmentation tool for images

Tensorlayer Tricks ⭐ 351

How to use TensorLayer

Unetgan ⭐ 266

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

Pytorch Kaggle Starter ⭐ 258

Pytorch starter kit for Kaggle competitions

Xview Yolov3 ⭐ 233

xView 2018 Object Detection Challenge: YOLOv3 Training and Inference.

A library for soundscape synthesis and augmentation

A library for augmenting annotated audio data

Iciar2018 ⭐ 159

Our solution for ICIAR 2018 Grand Challenge

Mk Tfjs ⭐ 132

Play MK.js with TensorFlow.js

Augmentor.jl ⭐ 123

A fast image augmentation library in Julia for machine learning.

Seismiqb ⭐ 106

Seismic data interpretation with deep learning

Traffic Signs ⭐ 106

Building a CNN based traffic signs classifier.

Impy is a Python3 library with features that help you in your computer vision tasks.

Deep_utils ⭐ 95

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

Autoalbument ⭐ 89

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

Imagedataaugmentor ⭐ 77

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

Behavioral Cloning ⭐ 70

Behavioral cloning: end-to-end learning for self-driving cars.

Pydiogment ⭐ 68

📣 Python library for audio augmentation

Wav2letter.pytorch ⭐ 67

A fully convolution-network for speech-to-text, built on pytorch.

Keras Mobile Detectnet ⭐ 64

Fast Object Detector for the Jetson Nano

Freesound Audio Tagging 2019 ⭐ 62

Freesound Audio Tagging 2019

Kaggle Rsna ⭐ 61

Deep Learning for Automatic Pneumonia Detection, RSNA challenge

Generative modeling of synthetic time series data and time series augmentations

Helicoptersciml.jl ⭐ 37

Helicopter Scientific Machine Learning (SciML) Challenge Problem

Classification ⭐ 35

Catalyst.Classification

Face_age_gender ⭐ 34

Can we predict the age and gender of someone given a picture of their face ?

Segmentation ⭐ 27

Catalyst.Segmentation

Volumentations ⭐ 25

Augmentation package for 3d data based on albumentaitons

Amp Regularizer ⭐ 25

Code for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021

Image Statistics Matching ⭐ 24

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

Fulu is a python library of supernova light curves approximation methods based on machine learning.

📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python

Tf Image ⭐ 21

TensorFlow2+ graph image augmentation library optimized for tf.data.Dataset.

This repo contains Go implementation and corresponding APIs for acceleration of Binarized Neural Network (BNN) on FPGAs.

Speech Commands Classification By Lstm Pytorch ⭐ 19

Classification of 11 types of audio clips using MFCCs features and LSTM. Pretrained on Speech Command Dataset with intensive data augmentation.

Discolight ⭐ 18

discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨

Barrage is an opinionated supervised deep learning tool built on top of TensorFlow 2.x designed to standardize and orchestrate the training and scoring of complicated models.

Cat Dog Cnn Classifier ⭐ 16

This classifier use Convolution Neural Network approch for kaggle problem to classify Cat vs Dog images.

Augment3d ⭐ 15

Data augmentation utility for machine learning on 3D point clouds

Babi_tools ⭐ 15

Augmentation scripts for the bAbI Dialog Tasks dataset

Image Augment ⭐ 13

Image augmentation library for machine learning in javascript

Multiaug ⭐ 12

Multi-modal data augmentation for machine learning

Pragmatic Guide To Geoparsing Evaluation ⭐ 11

Full resources supporting the publication "A Pragmatic Guide to Geoparsing Evaluation."

Layerx Community ⭐ 11

LayerX-AI is a comprehensive platform to annotate and manage your machine learning data.

Deeplearning.ai Tensorflow_developer Specialization ⭐ 11

This repo contains my work & The code base for this TensorFlow Developer specialization offered by deeplearning.AI

Data Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ

Data Augmentation ⭐ 10

These functions will randomly distort image data to amplify total amount of images for use in machine learning algorithms.

Behavioral Cloning ⭐ 9

Deep Learning to Clone Driving Behavior

Code for GenAug: Data Augmentation for Finetuning Text Generators.

Img_augmentation ⭐ 8

Python scripts for creating synthetic image data for Machine Learning

Algorithmically generating Bengali digits and classification using MobileNetV2 for Bangladeshi license plate detection

🌩️ Zarnitsa package for data augmentation ops

Celltypeclassification ⭐ 8

Deep Learning Based Cell Type Classification with Low-Res Brightfield Single Cell Images

Efficient_augmentation ⭐ 7

Code for ICLR 2019 paper "Efficient Augmentation via Data Subsampling"

Hybrid_augment ⭐ 7

[ICCV 2023] HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness

Python Projects ⭐ 7

Portfolio in Python

Image Augmentation In Action ⭐ 6

image augmentation in action for machine learning. (tensorflow, pytorch, mxnet, keras, albumentations, imgaug, Augmentor, mahotas, pilimage, scipy, skimage, ...)

Tfaugmentor ⭐ 6

An image augmentation library for tensorflow. It can be used seamlessly with tf.data.Dataset

Fast Audiomentations ⭐ 6

⚡ Blazing fast audio augmentation in Python, powered by GPU for high-efficiency processing in machine learning and audio analysis tasks.

Patch Augmentation ⭐ 5

Code for the implemenation of the Patch Augmentation technique

Deep Learning Resources ⭐ 5

Curated list of DL Resources [Updated 2019]

Assignments ⭐ 5

Course assignments

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