image-augmentation
There are 204 repositories under image-augmentation topic.
aleju/imgaug
Image augmentation for machine learning experiments.
albumentations-team/albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
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.
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.
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)
Fafa-DL/Image-Augmentation
Image augmentation for object detection, segmentation and classification
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.
Jackpopc/aiLearnNotes
Artificial Intelligence Learning Notes.
albumentations-team/autoalbument
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
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！！！
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].
HasnainRaz/SemSegPipeline
A simpler way of reading and augmenting image segmentation data into TensorFlow
Evizero/Augmentor.jl
A fast image augmentation library in Julia for machine learning.
qsyao/cuda_spatial_deform
A fast tool to do image augmentation on GPU(especially elastic_deform), can be helpful to research on Medical Image.
akiomik/pilgram
A python library for instagram filters
gatsby2016/Augmentation-PyTorch-Transforms
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
tatigabru/kaggle-rsna
Deep Learning for Automatic Pneumonia Detection, RSNA challenge
strath-ai/SatelliteCloudGenerator
A PyTorch-based tool to generate clouds for satellite images.
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.
mjkvaak/ImageDataAugmentor
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
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.
rickiepark/deep-learning-with-python-2nd
<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소
sebastianffx/stainlib
Python 3 library for the augmentation & normalization of H&E images
ikigai-aa/Automatic-License-Plate-Recognition
Automatic License Plate Recognition for Traffic Violation Management made with YOLOv4, Darknet, Tensorflow Lite
continental/image-statistics-matching
Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation
Lornatang/YOLOv3-PyTorch
Pytorch implements yolov3.Good performance, easy to use, fast speed.
uoip/transforms
Image augmentation with simultaneous transformation of keypoints, bounding boxes, and segmentation mask
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.
Ximilar-com/tf-image
TensorFlow2+ graph image augmentation library optimized for tf.data.Dataset.
datature/discolight
discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨
affjljoo3581/Differentiable-RandAugment
Optimize RandAugment with differentiable operations
MuhammedBuyukkinaci/Object-Classification-and-Localization-with-TensorFlow
This repository is containing an object classification & localization project for SINGLE object.
mdciri/3D-augmentation-techniques
Chechink the performance of different augmentation techniques on the BraTS 2020 data.
vkit-x/vkit
Boosting Document Intelligence
fcakyon/augmented-maskrcnn
Object detection and instance segmentation on MaskRCNN with torchvision, albumentations, tensorboard and cocoapi. Supports custom coco datasets with positive/negative samples.
ZohebAbai/Tiny-ImageNet-Challenge
This repository contains the jupyter notebooks for the custom-built DenseNet Model build on Tiny ImageNet dataset