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The Top 19 Deep Learning Image Augmentation Open Source Projects

Open source projects categorized as Deep Learning Image Augmentation
Categories > Machine Learning > Deep Learning
Categories > Image Augmentation
Imgaug ⭐ 13,682
Image augmentation for machine learning experiments.
dependent packages 141total releases 11most recent commit 9 months agopypi imgaug} Downloads
Albumentations ⭐ 13,343
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
dependent packages 273total releases 53most recent commit 15 days agopypi albumentations} Downloads
Dali ⭐ 4,770
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
dependent packages 4total releases 19most recent commit 3 months agopypi nvidia-dali-cuda110} Downloads
Deep Learning For Hackers ⭐ 196
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
most recent commit 4 years ago
Wb_color_augmenter ⭐ 147
WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
most recent commit a year ago
Semsegpipeline ⭐ 145
A simpler way of reading and augmenting image segmentation data into TensorFlow
most recent commit 4 years ago
Augmentor.jl ⭐ 123
A fast image augmentation library in Julia for machine learning.
most recent commit 2 years ago
Ailearnnotes ⭐ 122
Artificial Intelligence Learning Notes.
most recent commit 4 years ago
Autoalbument ⭐ 89
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
total releases 10most recent commit 3 years ago
Imagedataaugmentor ⭐ 77
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
most recent commit 2 years ago
Kaggle Rsna ⭐ 61
Deep Learning for Automatic Pneumonia Detection, RSNA challenge
most recent commit 4 years ago
Deep Learning With Python 2nd ⭐ 39
<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소
most recent commit 6 months ago
Ros_yolo_as_template_matching ⭐ 37
Run 3 scripts to (1) Synthesize images (by putting few template images onto backgrounds), (2) Train YOLOv3, and (3) Detect objects for: one image, images, video, webcam, or ROS topic.
most recent commit 3 years ago
Image Statistics Matching ⭐ 24
Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation
most recent commit 2 years ago
Vkit ⭐ 20
Boosting Document Intelligence
total releases 319most recent commit a year ago
Discolight ⭐ 18
discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨
total releases 6most recent commit 3 years ago
Histoclean ⭐ 13
HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. This allows users to evaluate their steps before implementation.
most recent commit 2 years ago
Superpixelgridmasks ⭐ 12
SuperpixelGridMasks is an approach for sensor-based data augmentation towards image classification tasks and so on.
most recent commit a year ago
E Alpr ⭐ 6
Automatic Licence Plate Recognition System for Egyptian Plates (E-ALPR)
most recent commit a year ago
The 3 Most Depended On Deep Learning Image Augmentation Open Source Projects
The 6 Latest Releases In Deep Learning Image Augmentation Open Source Projects
Vkit ⭐ 20
Boosting Document Intelligence
total releases 319latest release July 03, 2022most recent commit a year ago
Imgaug ⭐ 13,682
Image augmentation for machine learning experiments.
dependent packages 141total releases 11latest release February 05, 2020most recent commit 9 months agopypi imgaug} Downloads
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