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albumentations icon 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

augmentor icon augmentor

Image augmentation library in Python for machine learning.

augmix icon augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

convnet-drawer icon convnet-drawer

Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

cutout icon cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

hctsa icon hctsa

Highly comparative time-series analysis

hugadb icon hugadb

Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up and down, sitting down, and so on; and the data recorded are segmented and annotated. Data were collected from a body sensor network consisting of six wearable inertial sensors (accelerometer and gyroscope) located on the right and left thighs, shins, and feet. Additionally, two EMG sensors were used on the quadriceps (front thigh) to measure muscle activity.

imgaug icon imgaug

Image augmentation for machine learning experiments.

tsfresh icon tsfresh

Automatic extraction of relevant features from time series:

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