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The Top 23 Image Augmentation Open Source Projects

Open source projects categorized as Image Augmentation
Categories > Image Augmentation
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
dependent packages 98total releases 11most recent commit a year agopypi imgaug} Downloads
Albumentations ⭐ 11,764
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 155total releases 52most recent commit 20 hours agopypi albumentations} Downloads
Dali ⭐ 4,297
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
most recent commit 18 hours ago
Data Augmentation Review ⭐ 1,194
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
most recent commit 10 months ago
Data Science Hacks ⭐ 300
Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.
most recent commit a year ago
Image Augmentation ⭐ 205
Image augmentation for object detection, segmentation and classification
most recent commit 4 months ago
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 3 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 month ago
Semsegpipeline ⭐ 131
A simpler way of reading and augmenting image segmentation data into TensorFlow
most recent commit 3 years ago
Augmentor.jl ⭐ 123
A fast image augmentation library in Julia for machine learning.
most recent commit 9 months ago
Ailearnnotes ⭐ 122
Artificial Intelligence Learning Notes.
most recent commit 3 years ago
Cuda_spatial_deform ⭐ 110
A fast tool to do image augmentation on GPU(especially elastic_deform), can be helpful to research on Medical Image.
most recent commit a year 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 2 years ago
Meme Generator ⭐ 78
MemeGen is a web application where the user gives an image as input and our tool generates a meme at one click for the user.
most recent commit a day ago
Imagedataaugmentor ⭐ 77
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
most recent commit 9 months ago
Augmentation Pytorch Transforms ⭐ 76
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
most recent commit 3 months ago
Pilgram ⭐ 70
A python library for instagram filters
total releases 7most recent commit 21 days ago
Kaggle Rsna ⭐ 61
Deep Learning for Automatic Pneumonia Detection, RSNA challenge
most recent commit 3 years ago
Cv ⭐ 61
本仓库将使用Pytorch框架实现经典的图像分类网络、目标检测网络、图像分割网络，图像生成网络等，并
most recent commit 5 months ago
Satellitecloudgenerator ⭐ 53
A PyTorch-based tool to generate clouds for satellite images.
most recent commit 2 days 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 2 years ago
Transforms ⭐ 32
Image augmentation with simultaneous transformation of keypoints, bounding boxes, and segmentation mask
most recent commit 5 years ago
Stainlib ⭐ 25
Python 3 library for the augmentation & normalization of H&E images
most recent commit 7 months ago
The 2 Most Depended On Image Augmentation Open Source Projects
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
dependent packages 98total releases 11latest release February 05, 2020most recent commit a year agopypi imgaug} Downloads
The 6 Latest Releases In Image Augmentation Open Source Projects
Vkit ⭐ 20
Boosting Document Intelligence
total releases 116latest release May 22, 2022most recent commit 6 days ago
Pilgram ⭐ 70
A python library for instagram filters
total releases 7latest release February 15, 2022most recent commit 21 days ago
Tf Image ⭐ 21
TensorFlow2+ graph image augmentation library optimized for tf.data.Dataset.
total releases 8latest release July 16, 2021most recent commit 2 years ago
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
dependent packages 98total releases 11latest release February 05, 2020most recent commit a year agopypi imgaug} Downloads
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