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Search results for image augmentation
image-augmentation
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41 search results found
Imgaug
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13,682
Image augmentation for machine learning experiments.
Albumentations
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13,493
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
Dali
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4,926
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Data Augmentation Review
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1,499
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
Image Augmentation
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467
Image augmentation for object detection, segmentation and classification
Data Science Hacks
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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.
Deep Learning For Hackers
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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)
Wb_color_augmenter
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147
WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
Semsegpipeline
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145
A simpler way of reading and augmenting image segmentation data into TensorFlow
Augmentor.jl
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123
A fast image augmentation library in Julia for machine learning.
Ailearnnotes
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122
Artificial Intelligence Learning Notes.
Cuda_spatial_deform
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110
A fast tool to do image augmentation on GPU(especially elastic_deform), can be helpful to research on Medical Image.
Satellitecloudgenerator
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100
A PyTorch-based tool to generate clouds for satellite images.
Pilgram
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95
A python library for instagram filters
Autoalbument
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89
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
Meme Generator
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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.
Imagedataaugmentor
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77
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
Augmentation Pytorch Transforms
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76
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
Kaggle Rsna
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61
Deep Learning for Automatic Pneumonia Detection, RSNA challenge
Cv
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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
Deep Learning With Python 2nd
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39
<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소
Ros_yolo_as_template_matching
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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.
Transforms
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32
Image augmentation with simultaneous transformation of keypoints, bounding boxes, and segmentation mask
Yolov3 Pytorch
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29
Pytorch implements yolov3.Good performance, easy to use, fast speed.
Stainlib
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25
Python 3 library for the augmentation & normalization of H&E images
Image Statistics Matching
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24
Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation
Tf Image
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21
TensorFlow2+ graph image augmentation library optimized for tf.data.Dataset.
Vkit
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20
Boosting Document Intelligence
Discolight
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18
discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨
Histoclean
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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.
Image Rotation And Cropping Tensorflow
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12
Image rotation and cropping out the black borders in TensorFlow
Superpixelgridmasks
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12
SuperpixelGridMasks is an approach for sensor-based data augmentation towards image classification tasks and so on.
Object Classification And Localization With Tensorflow
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10
This repository is containing an object classification & localization project for SINGLE object.
Preimutils
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8
All you need to preprocess and prepare your annotated dataset
Online_image_augmentor_tensorflow
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7
Online Image Augmentor in Pure Tensorflow
Augraphy Paper
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6
Augraphy: Creating Realistic Document Image Datasets with Data Augmentation
Image Augmentation In Action
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6
image augmentation in action for machine learning. (tensorflow, pytorch, mxnet, keras, albumentations, imgaug, Augmentor, mahotas, pilimage, scipy, skimage, ...)
E Alpr
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6
Automatic Licence Plate Recognition System for Egyptian Plates (E-ALPR)
Tfaugmentor
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6
An image augmentation library for tensorflow. It can be used seamlessly with tf.data.Dataset
Shapedata
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5
library to modify images and the corresponding landmarks
Patch Augmentation
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5
Code for the implemenation of the Patch Augmentation technique
1-41 of 41 search results
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