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The Top 23 Python Image Augmentation Open Source Projects

Open source projects categorized as Python Image Augmentation
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 ⭐ 13,439
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
dependent packages 273total releases 53most recent commit 8 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
Image Augmentation ⭐ 467
Image augmentation for object detection, segmentation and classification
most recent commit 4 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 3 years 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 4 years ago
Semsegpipeline ⭐ 145
A simpler way of reading and augmenting image segmentation data into TensorFlow
most recent commit 4 years ago
Ailearnnotes ⭐ 122
Artificial Intelligence Learning Notes.
most recent commit 4 years ago
Pilgram ⭐ 95
A python library for instagram filters
total releases 7most recent commit 4 months 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
Meme Generator ⭐ 87
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 6 months ago
Imagedataaugmentor ⭐ 77
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
most recent commit 2 years ago
Augmentation Pytorch Transforms ⭐ 76
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
most recent commit a year ago
Kaggle Rsna ⭐ 61
Deep Learning for Automatic Pneumonia Detection, RSNA challenge
most recent commit 4 years ago
Transforms ⭐ 32
Image augmentation with simultaneous transformation of keypoints, bounding boxes, and segmentation mask
most recent commit 6 years ago
Yolov3 Pytorch ⭐ 29
Pytorch implements yolov3.Good performance, easy to use, fast speed.
total releases 3most recent commit 3 months 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
Tf Image ⭐ 21
TensorFlow2+ graph image augmentation library optimized for tf.data.Dataset.
total releases 8most recent commit 3 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
Object Classification And Localization With Tensorflow ⭐ 10
This repository is containing an object classification & localization project for SINGLE object.
most recent commit 5 years ago
Preimutils ⭐ 8
All you need to preprocess and prepare your annotated dataset
most recent commit 2 years ago
The 3 Most Depended On Python Image Augmentation Open Source Projects
The 9 Latest Releases In Python Image Augmentation Open Source Projects
Yolov3 Pytorch ⭐ 29
Pytorch implements yolov3.Good performance, easy to use, fast speed.
total releases 3latest release November 14, 2023most recent commit 3 months ago
Vkit ⭐ 20
Boosting Document Intelligence
total releases 319latest release July 03, 2022most recent commit a year ago
Pilgram ⭐ 95
A python library for instagram filters
total releases 7latest release February 15, 2022most recent commit 4 months ago
Tf Image ⭐ 21
TensorFlow2+ graph image augmentation library optimized for tf.data.Dataset.
total releases 8latest release July 16, 2021most recent commit 3 years 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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