image-augmentation

There are 5 repositories under image-augmentation topic.

aleju / imgaug
Image augmentation for machine learning experiments.
image-augmentation machine-learning augmentation deep-learning images affine-transformation polygon heatmap segmentation-maps keypoints bounding-boxes augment-images crop contrast
Language:Python 12632
albumentations
albumentations-team / albumentations
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
augmentation deep-learning detection fast-augmentations image-augmentation image-classification image-processing image-segmentation machine-learning object-detection python segmentation
Language:Python 10253
NVIDIA / DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch
Language:C++ 3864
AgaMiko / data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
audio-augmentation augmentation-policies autoaugment data-augmentation data-augmentations data-generation data-synthesis generative-adversarial-network graph-data-augmentation image-augmentation machine-learning nlp-augmentation review style-transfer survey
1197
curiousily / Deep-Learning-For-Hackers
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)
anomaly-detection artificial-intelligence autoencoders bert deep-learning image-augmentation intent-recognition jupyter-notebooks keras lstms machine-learning neural-networks object-detection python sentiment-analysis tensorflow tensorflow-tutorial time-series-classification time-series-forecasting
Language:Jupyter Notebook 785
kunalj101 / Data-Science-Hacks
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.
data-science machine-learning hacks pandas-dataframe ipynb image-augmentation python python3 pandas pandas-tutorial pandas-python data-analysis data data-visualization dataset numpy nlp-machine-learning nlp computer-vision tips-and-tricks
Language:Jupyter Notebook 334
Jackpopc / aiLearnNotes
Artificial Intelligence Learning Notes.
computer-vision machine-learning deep-learning tensorflow image-processing reinforcement-learning lenet alexnet vgg dropout activation-function hog harris sift image-denoising image-segmentation image-augmentation image-enhancement cnn dpm
Language:Python 226
albumentations-team / autoalbument
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
augmentation automated-machine-learning automl computer-vision deep-learning image-augmentation machine-learning pytorch
Language:Python 149
HasnainRaz / SemSegPipeline
A simpler way of reading and augmenting image segmentation data into TensorFlow
tensorflow deep-learning input-pipeline data-augmentation semantic-segmentation python data-preprocessing augmentation pipeline data-augmentations image-augmentation image-preprocessing masks
Language:Python 136
WB_color_augmenter
mahmoudnafifi / WB_color_augmenter
WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
data-augmentation color-augmentation deep-learning cnn white-balance deep-neural-network iccv2019 computer-vision iccv19 image-augmentation image-classification semantic-segmentation color-constancy color-correction deeplearning whitebalance
Language:MATLAB 132
Evizero / Augmentor.jl
A fast image augmentation library in Julia for machine learning.
deep-learning image-augmentation image-processing julia machine-learning
Language:Julia 122
qsyao / cuda_spatial_deform
A fast tool to do image augmentation on GPU(especially elastic_deform), can be helpful to research on Medical Image.
cuda medical-imaging image-augmentation computer-vision elastic-deform
Language:Cuda 114
Fafa-DL / Image-Augmentation
Image augmentation for computer vision
computer-vision image-augmentation object-detection object-segmentation
90
tatigabru / kaggle-rsna
Deep Learning for Automatic Pneumonia Detection, RSNA challenge
classification computer-assisted-diagnosis deep-learning detection image-augmentation image-processing machine-learning medical-imaging neural-networks object-detection pneumonia-detection python retinanet
Language:Python 88
ImageDataAugmentor
mjkvaak / ImageDataAugmentor
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
image-augmentation machine-learning deep-learning augmentation image-classification python data-generation tensorflow2 augmentations
Language:Python 77
Meme-Generator
developers-cosmos / Meme-Generator
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.
cnn-classification image-augmentation chef-cookbook flask-server gcp image-classification gcp-auto-ml balanced-data meme-generator artificial-intelligence neural-networks memegen cnn memes projects automated
Language:Python 72
Mini-Project-Jain-University / Traffic-Sign-Recognition
A Traffic Sign Recognition Project which can help the driver recognise the signs via text as well as audio. Can be used at Night also.
convolutional-neural-networks deep-learning image-augmentation image-processing
Language:Jupyter Notebook 65
gatsby2016 / Augmentation-PyTorch-Transforms
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
image-augmentation augmentation pytorch pytorch-transforms affine-transformation elastic-transformation color-deconvolution pathology-image histopathology-images
Language:Python 57
akiomik / pilgram
A python library for instagram filters
pillow instagram instagram-filters css-filters image-processing data-augmentation image-augmentation image-blending blend-modes
Language:Jupyter Notebook 44
felixchenfy / ros_yolo_as_template_matching
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.
yolov3 template-matching image-augmentation object-detection ros rostopic deep-learning
Language:Python 43
ikigai-aa / Automatic-License-Plate-Recognition
Automatic License Plate Recognition for Traffic Violation Management made with YOLOv4, Darknet, Tensorflow Lite
yolov4 yolov4-darknet tensorflow-lite python jupyter-notebook computer-vision google-colab cmd open-images-dataset coco-dataset tesseract-ocr anpr image-annotation image-augmentation anchor bounding-boxes
Language:Jupyter Notebook 41
uoip / transforms
Image augmentation with simultaneous transformation of keypoints, bounding boxes, and segmentation mask
image-augmentation bounding-boxes keypoints segmentation
Language:Python 30
datature / discolight
discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨
augmentation deep-learning image-augmentation image-processing bounding-boxes image-transformations machine-learning computer-vision
Language:Python 25
continental / image-statistics-matching
Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation
machine-learning domain-adaptation image-augmentation augmentation image-processing python histogram-matching deep-learning images image-matching
Language:Python 24
Ximilar-com / tf-image
TensorFlow2+ graph image augmentation library optimized for tf.data.Dataset.
tensorflow computer-vision image-augmentation image-processing python tensorflow2 machine-learning
Language:Python 24
codecat0 / CV
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，并会持续更新！！！
computer-vision image-classification object-detection pytorch segmentation gan image-processing image-augmentation
Language:Jupyter Notebook 23
MuhammedBuyukkinaci / Object-Classification-and-Localization-with-TensorFlow
This repository is containing an object classification & localization project for SINGLE object.
object-localization object-detection tensorflow tensorflow-gpu multiclass-classification neural-networks convolutional-neural-networks cnn cnn-tensorflow image-localization tensorflow-image-localization single-image-localization image-classification-localization alexnet alexnet-localization classification localization image-augmentation ready-to-use ready-to-run
Language:Python 22
HistoCleanQUB / HistoClean
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-processing images image-analysis deep-learning convolutional-neural-networks gui gui-application image-augmentation image-augmentation-preprocessing
Language:Python 19
ZohebAbai / Tiny-ImageNet-Challenge
This repository contains the jupyter notebooks for the custom-built DenseNet Model build on Tiny ImageNet dataset
keras-tensorflow densenet tiny-imagenet200 image-augmentation cyclical-learning-rates papers-with-code densenet-models paper
Language:Jupyter Notebook 19
Lornatang / YOLOv3-PyTorch
Pytorch implements yolov3.Good performance, easy to use, fast speed.
yolov3 darknet-conversion yolov3-pytorch image-augmentation custom-dataset inference detection pretrained-weights simple easy-to-use
Language:Python 15
mdciri / 3D-augmentation-techniques
Chechink the performance of different augmentation techniques on the BraTS 2020 data.
u-net deep-learning medical-image-segmentation image-augmentation
Language:Python 15
affjljoo3581 / Differentiable-RandAugment
Optimize RandAugment with differentiable operations
machine-learning deep-learning images image-augmentation autoaugment randaugment torch pytorch image-processing python
Language:Python 14
fcakyon / augmented-maskrcnn
Object detection and instance segmentation on MaskRCNN with torchvision, albumentations, tensorboard and cocoapi. Supports custom coco datasets with positive/negative samples.
maskrcnn instance-segmentation albumentations augmentation computer-vision python pytorch windows linux macos torchvision tensorboard image-augmentation coco visualization negative-samples object-detection train radam
Language:Python 14
kobiso / Image-Rotation-and-Cropping-tensorflow
Image rotation and cropping out the black borders in TensorFlow
data-augmentation image-augmentation image-rotation rotation-cropping tensorflow
Language:Jupyter Notebook 14
hammoudiproject / SuperpixelGridMasks
SuperpixelGridMasks is an approach for sensor-based data augmentation towards image classification tasks and so on.
artificial-intelligence cnn data-augmentation deep-learning image-classification image-recognition imagery imaging sensor-data datascience data-generation image-augmentation machine-learning training-dataset data-augmentations
12
Patch-Augmentation
mdbloice / Patch-Augmentation
Code for the implemenation of the Patch Augmentation technique
image-augmentation machine-learning
Language:Jupyter Notebook 11

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