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Search results for machine learning data augmentation

data-augmentation x

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56 search results found

Snorkel ⭐ 5,692

A system for quickly generating training data with weak supervision

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Nlpaug ⭐ 3,825

Data augmentation for NLP

Face.evolve ⭐ 3,074

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

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.

Fastdup ⭐ 1,313

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

Awesome Graph Self Supervised Learning ⭐ 1,194

Awesome Graph Self-Supervised Learning

Torch Audiomentations ⭐ 823

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

Mobilepose ⭐ 622

Light-weight Single Person Pose Estimator

Dataaug4nlp ⭐ 595

Collection of papers and resources for data augmentation for NLP.

Openmixup ⭐ 538

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

Deltapy ⭐ 411

DeltaPy - Tabular Data Augmentation (by @firmai)

Efficient Learning of Augmentation Policy Schedules

Image_augmentor ⭐ 366

Data augmentation tool for images

Tensorlayer Tricks ⭐ 351

How to use TensorLayer

Mixtext ⭐ 342

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

Synthcity ⭐ 292

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

Augraphy ⭐ 258

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

A library for soundscape synthesis and augmentation

A library for augmenting annotated audio data

Mk Tfjs ⭐ 132

Play MK.js with TensorFlow.js

Chatgpt Retrievalqa ⭐ 130

A dataset for training/evaluating Question Answering Retrieval models on ChatGPT responses with the possibility to training/evaluating on real human responses.

A generalizable application framework for segmentation, regression, and classification using PyTorch

🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.

Mnist Challenge ⭐ 64

My solution to TUM's Machine Learning MNIST challenge 2016-2017 [winner]

Generative modeling of synthetic time series data and time series augmentations

Machine_learning_course ⭐ 44

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

Noisy Student Training Asr ⭐ 44

Pytorch implementation of Noisy Student Training for Automatic Speech Recognition and Automatic Pronunciation Error Detection problem

Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).

Volumentations ⭐ 25

Augmentation package for 3d data based on albumentaitons

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

Official PyTorch implementation of CVPRW 2022 paper "Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"

Boosting Document Intelligence

Targetran ⭐ 18

Python library for data augmentation in object detection or image classification model training

Simple Tools For Machine Learning ⭐ 18

Simple tools for deep learning. Including computer vision, machine learning,...

Skin_disease_ai ⭐ 18

A Python-based computer vision and AI system for skin disease recognition and diagnosis. Led end-to-end project pipeline, including data gathering, preprocessing, and training models. Utilized Keras, TensorFlow, OpenCV, and other libraries for image processing and CNN models, showcasing expertise in deep learning and machine learning techniques.

Sotastream ⭐ 18

A library for data streaming and augmentation

Iotdevid ⭐ 16

A Behaviour-Based Fingerprinting Method for Device Identification in the IoT

Library of TensorFlow layers for audio data processing and data augmentation

Code of CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping

Superpixelgridmasks ⭐ 12

SuperpixelGridMasks is an approach for sensor-based data augmentation towards image classification tasks and so on.

Manifold_mixup ⭐ 12

Tensorflow implementation of the Manifold Mixup machine learning research paper

Training framework & tools for PyTorch-based machine learning projects.

Image Classification Transfer Learning ⭐ 12

Building ResNet152 Model for Image Classification with Small Dataset (95% accuracy) | Tensorflow 2.0

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

Reetoolbox ⭐ 11

Toolbox for measuring adversarial robustness to many transforms

Data Augmentation ⭐ 10

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

A Library That Uses Quantized Diffusion Model With Clustered Weights For Efficiently Generating More Image Datasets On-Device.

Code for GenAug: Data Augmentation for Finetuning Text Generators.

Efficient_augmentation ⭐ 7

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

Pythagore Mod Reco ⭐ 7

Package to train and run modulation recognition on raw I/Q radio samples, via deep-learning models

Fast Audiomentations ⭐ 6

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

The official implementation of the paper "Rethinking Data Augmentation for Tabular Data in Deep Learning"

Hand Gesture Recognition ⭐ 6

🖐 An implementation of a machine learning model for detecting and recognizing hand signs (0-5) accurately using Python. The project pipeline involves the following modules: Preprocessing, Feature Extraction, Model selection and training, and finally performance analysis.

Deep Learning Resources ⭐ 5

Curated list of DL Resources [Updated 2019]

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