Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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: 12 Jun 2024
https://github.com/akiomik/pilgram
A python library for instagram filters
blend-modes css-filters data-augmentation image-augmentation image-blending image-processing instagram instagram-filters pillow
Last synced: 28 May 2024
https://github.com/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
Last synced: 15 May 2024
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: 12 May 2024
https://github.com/hammoudiproject/SuperpixelGridMasks
SuperpixelGridMasks is an approach for sensor-based data augmentation towards image classification tasks and so on.
artificial-intelligence cnn data-augmentation data-augmentations data-generation datascience deep-learning image-augmentation image-classification image-recognition imagery imaging machine-learning sensor-data training-dataset
Last synced: 12 May 2024
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 2024
https://github.com/aleju/imgaug
Image augmentation for machine learning experiments.
affine-transformation augment-images augmentation bounding-boxes contrast crop deep-learning heatmap image-augmentation images keypoints machine-learning polygon segmentation-maps
Last synced: 05 May 2024
https://github.com/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
Last synced: 28 Apr 2024
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: 23 Apr 2024
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: 20 Apr 2024
https://github.com/vkit-x/vkit
Boosting Document Intelligence
chineseocr computer-vision data-augmentation data-synthesis deep-learning document-inteligence image-augmentation machine-learning ocr python text-detection text-detection-recognition text-recognition vkit vkit-x
Last synced: 16 Apr 2024
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: 13 Apr 2024
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: 13 Apr 2024
https://github.com/ravindrabharathi/tf_utils
utilities for tf2
image-augmentation tensorflow2 tfrecords visualization
Last synced: 08 Apr 2024
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: 05 Apr 2024
