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Projects in Awesome Lists tagged with image-augmentation

A curated list of projects in awesome lists tagged with image-augmentation .

https://github.com/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

Last synced: 13 May 2025

https://github.com/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

Last synced: 15 Mar 2025

https://github.com/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

Last synced: 05 May 2025

https://github.com/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

Last synced: 12 Apr 2025

https://github.com/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.

computer-vision data data-analysis data-science data-visualization dataset hacks image-augmentation ipynb machine-learning nlp nlp-machine-learning numpy pandas pandas-dataframe pandas-python pandas-tutorial python python3 tips-and-tricks

Last synced: 05 May 2025

https://github.com/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.

computer-vision data data-analysis data-science data-visualization dataset hacks image-augmentation ipynb machine-learning nlp nlp-machine-learning numpy pandas pandas-dataframe pandas-python pandas-tutorial python python3 tips-and-tricks

Last synced: 28 Oct 2025

https://github.com/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

Last synced: 07 Apr 2025

https://github.com/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].

cnn color-augmentation color-constancy color-correction computer-vision data-augmentation deep-learning deep-neural-network deeplearning iccv19 iccv2019 image-augmentation image-classification semantic-segmentation white-balance whitebalance

Last synced: 08 May 2025

https://github.com/evizero/augmentor.jl

A fast image augmentation library in Julia for machine learning.

deep-learning image-augmentation image-processing julia machine-learning

Last synced: 08 May 2025

https://github.com/mjkvaak/ImageDataAugmentor

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

augmentation augmentations data-generation deep-learning image-augmentation image-classification machine-learning python tensorflow2

Last synced: 08 May 2025

https://github.com/sebastianffx/stainlib

Python 3 library for the augmentation & normalization of H&E images

computational-pathology histopathology image-augmentation image-normalization image-processing pathology

Last synced: 06 May 2025

https://github.com/continental/image-statistics-matching

Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation

augmentation deep-learning domain-adaptation histogram-matching image-augmentation image-matching image-processing images machine-learning python

Last synced: 08 May 2025

https://github.com/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.

convolutional-neural-networks deep-learning gui gui-application image-analysis image-augmentation image-augmentation-preprocessing image-processing images

Last synced: 07 May 2025

https://github.com/albumentations-team/albucore

A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation.

albumentations artificial-intelligence automation computer-vision data-augmentation deep-learning efficiency high-performance-computing image-augmentation image-processing machine-learning neural-networks opencv performance-optimization python

Last synced: 16 Jun 2025

https://github.com/mdciri/3d-augmentation-techniques

Chechink the performance of different augmentation techniques on the BraTS 2020 data.

deep-learning image-augmentation medical-image-segmentation u-net

Last synced: 17 Apr 2025

https://github.com/mdbloice/patch-augmentation

Code for the implemenation of the Patch Augmentation technique

image-augmentation machine-learning

Last synced: 04 Jul 2025

https://github.com/flavienbwk/pascal-voc-image-augmentor

Script for image augmentation writing new Pascal VOC annotations for your deep learning experiments.

data-augmentation dataset deep-learning docker docker-compose image-augmentation pascal-voc python3

Last synced: 07 May 2025

https://github.com/mrl-amrl/preimutils

All you need to preprocess and prepare your annotated dataset

computer-vision dataset-labels image-augmentation label-checker neural-network pascal-voc-format

Last synced: 10 Apr 2025

https://github.com/kennethleungty/image-augmentation-libraries

Sample implementation codes for a variety of popular image augmentation Python packages

albumentations augmentor computer-vision deep-learning image-augmentation imgaug opencv python skimage torchvision

Last synced: 12 Jul 2025

https://github.com/sparkfish/augraphy-paper

Augraphy: Creating Realistic Document Image Datasets with Data Augmentation

augraphy document-image-binarization document-image-denoising image-augmentation

Last synced: 05 Oct 2025

https://github.com/frotms/image-augmentation-in-action

image augmentation in action for machine learning. (tensorflow, pytorch, mxnet, keras, albumentations, imgaug, Augmentor, mahotas, pilimage, scipy, skimage, ...)

image-augmentation

Last synced: 17 Jun 2025

https://github.com/saravanabalagi/imaugtools

Tools used for aspect-ratio-preserving image augmentation, namely translate, rotate, crop WITHOUT stretching or skewing the image, or padding pixels to fill up empty space.

image-augmentation image-cropping image-processing image-processing-library image-rotation image-translation

Last synced: 15 Apr 2025

https://github.com/chekoduadarsh/custom-image-augmentation-keras

This is a plugin tool for your project to impliment your coustom image processing algorithms

image-augmentation image-processing imagedatagenerator keras starter-code

Last synced: 03 Apr 2025

https://github.com/numq/augmenta

Local web application providing API and UI for image augmentation, based on the albumentations library

albumentations api augmenta augmentation augmentations data-augmentation generative-ai image-augmentation image-classification lora-training object-detection stable-diffusion web-ui

Last synced: 10 Jul 2025

https://github.com/ksatriow/iclassify

Image Classification to recognize the shape of the hand that forms scissors, rock, or paper.

cnn image-augmentation image-classification machine-learning tensorflow

Last synced: 12 Dec 2025

https://github.com/gaizkiaadeline/rock-paper-scissor-image-classification

This image classification project focuses on classifying images of rock, paper, and scissors gestures using machine learning techniques. The model achieved an impressive validation accuracy of 98.86%, indicating its effectiveness in accurately classifying hand gestures.

callback data-generator image-augmentation image-classification sequential-models

Last synced: 02 Aug 2025

https://github.com/waikato-datamining/image-dataset-converter-imgaug

Image augmentation extension for the image-dataset-converter library.

conversion deep-learning image-augmentation image-dataset

Last synced: 30 Apr 2025

https://github.com/jeffin07/datasetgenerator

This is a python script which generate a dataset by your limited data

dataset-generation deep-learning image-augmentation limited-data machine-learning python

Last synced: 03 Apr 2025

https://github.com/j-prt/convnets

Exploration of convolutional neural networks to recognize images of birds by species.

convolutional-neural-networks image-augmentation keras pretrained-models tensorflow transfer-learning

Last synced: 18 Jun 2025

https://github.com/waikato-ufdl/wai-annotations-imgaug

Image augmentation stream processors for the wai.annotations conversion library.

filters image-annotation image-augmentation processing python3

Last synced: 09 Aug 2025

https://github.com/eliask93/vision-transformer-for-image-classification

Example application for training Google's pretrained Vision Transformer model on an image classification task with a large number of labels

computer-vision hugsvision image-augmentation image-classification vision-transformer

Last synced: 04 Oct 2025

https://github.com/ltfschoen/dog-project

Term 2 Project 1 Dog Breed Classifier and human face detector using ImageNet, superhuman CNNs, and Haar Cascades

aws-ec2 bottleneck convolutional-neural-networks gpu-computing haar image-augmentation image-classification keras multi-class-classification resnet-50 transfer-learning

Last synced: 20 Aug 2025

https://github.com/imannoferesti/emotion_ai_python

Emotion and Facial Key-Point Detection Classify emotions and detect facial key-points using deep learning! This project combines CNNs and Residual Blocks to predict 15 facial key-points and categorize facial expressions into five emotions: Angry, Disgust, Sad, Happy, and Surprise.

automated-monitoring computer-vision convolutional-neural-networks data-normalization data-scaling dataset-visualization deep-learning emotion-classification emotion-detection expression-recognition facial-expressions facial-key-point-detection image-augmentation image-processing key-point-prediction model-deployment model-training residual-blocks resnet tensorflow-serving

Last synced: 24 Aug 2025

https://github.com/sanjay-ar/incois_aaides-project

The INCOIS_AAIDeS Project(Automated Animal Identification and Detection of Species) is a finalist initiative that we successfully implemented to empower fishermen using deep learning technology.

image-augmentation machine-learning noise-reduction opencv tensorflow

Last synced: 06 Sep 2025

https://github.com/himanshumahajan138/transfervision

Transfer learning for image classification using pre-trained models like ResNet50, ResNet100, EfficientNetB0, and VGG16 in Keras. Fine-tunes the last layers, applies image augmentation, and evaluates with Precision, Recall, AUC, F1 score, and early stopping for improved performance.

adam-optimizer batch-normalization data-pre-processing deep-learning early-stopping efficientnetb0 image-augmentation image-classification keras multiclass-classification precision-recall-auc-f1-score regularization relu-activation resnet100 resnet50 transfer-learning vgg16

Last synced: 06 Mar 2025

https://github.com/ramsi-k/albumentations-mcp

An MCP-compatible image augmentation tool powered by Albumentations. Built for Claude, Kiro, and other AI agents.

albumentations computer-vision image-augmentation image-processing mcp mcp-server python

Last synced: 08 Sep 2025

https://github.com/wittyicon29/appleai--apple-disease-detection-using-cnn

Apple disease detection using CNN is a GitHub repository that contains code for detecting diseases in apples using convolutional neural networks (CNNs). The repository uses a dataset of images of healthy and diseased apples to train the CNN model. The model is then used to classify new images of apples as healthy or diseased

cnn-classification deep-learning image-augmentation keras multiclass-image-classification tensorflow

Last synced: 15 Mar 2025

https://github.com/eliask93/detection-transformer-for-object-detection

Application for training Facebooks's pretrained Detection Transformer model on a new object detection task

computer-vision detection-transformer detr hugsvision image-augmentation object-detection

Last synced: 02 Mar 2025