Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Python Data Augmentation Open Source Projects

Open source projects categorized as Python Data Augmentation
Categories > Data Processing > Data Augmentation
Keras Audiodatagenerator ⭐ 44
Augmented Audio Data Generator for 1D-Convolutional Neural Networks
most recent commit 3 years ago
Pgp Chainer ⭐ 44
Chainer Implementation of Parallel Grid Pooling for Data Augmentation
most recent commit 6 years ago
Mrnet ⭐ 44
Implementation of the paper: Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet
most recent commit 5 years ago
Fastai_sparse ⭐ 42
3D augmentation and transforms of 2D/3D sparse data, such as 3D triangle meshes or point clouds in Euclidean space. Extension of the Fast.ai library to train Sub-manifold Sparse Convolution Networks
dependent packages 1total releases 6most recent commit 4 years agopypi fastai-sparse} Downloads
Tripletloss Keras Tensorflow ⭐ 41
An example implementation of triplet-loss in tensorflow using keras
most recent commit 4 years ago
Candock ⭐ 41
A time series signal analysis and classification framework
most recent commit 3 years ago
Handwriting_recogition_using_adversarial_learning ⭐ 41
"Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.
most recent commit 5 years ago
F2gan Few Shot Image Generation ⭐ 41
Fusing-and-Filling GAN (F2GAN) for few-shot image generation, ACM MM2020
most recent commit 3 years ago
Audio_degrader ⭐ 40
Audio degradation toolbox in python, with a command-line tool. It is useful to apply controlled degradations to audio: e.g. data augmentation, evaluation in noisy conditions, etc.
total releases 14most recent commit 2 years ago
Boxsers ⭐ 40
Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).
total releases 16most recent commit 5 months ago
Chainer Densenet ⭐ 39
Densely Connected Convolutional Network implementation by Chainer
most recent commit 7 years ago
Pathology He Auto Augment ⭐ 37
H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.
most recent commit 10 months ago
New Yolov1_pytorch ⭐ 37
most recent commit 3 years ago
Skin Data Augmentation ⭐ 37
Source code for the paper 'Data Augmentation for Skin Lesion Analysis' - Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018
most recent commit 5 years ago
Consistency Adversarial ⭐ 36
Consistency Regularization for Adversarial Robustness (AAAI 2022)
most recent commit 2 years ago
Pointcutmix ⭐ 35
our code for paper 'PointCutMix: Regularization Strategy for Point Cloud Classification'
most recent commit 2 years ago
Numpy Data Augmentation ⭐ 34
Data Augmentation using NumPy
most recent commit 6 years ago
Snapmix ⭐ 34
SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)
most recent commit 3 years ago
Bird_species_classification ⭐ 34
Supervised Classification of bird species 🐦 in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data
most recent commit 4 years ago
Koeda ⭐ 33
Korean Easy Data Augmentation
total releases 4most recent commit 3 years ago
Speech Music Detection ⭐ 33
Python framework for Speech and Music Detection using Keras.
most recent commit 4 years ago
Auggan Cross Domain Adaptation With Gan Based Dataaugmentation ⭐ 32
Advanced data augmentation with Generative Adversarial Networks for vehicle detection
most recent commit 6 years ago
Style Augmentation ⭐ 32
PyTorch implementation of neural style randomization for data augmentation
most recent commit 4 years ago
Popular Data Processing Categories
Jupyter Notebook
Dataset
Sql
Validation
Pipeline
Translation
Data Science
Classification
Transaction
Scraper
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.