augmentations topic

List augmentations repositories

sgg

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Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.

ImageDataAugmentor

86
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Custom image data generator for TF Keras that supports the modern augmentation module albumentations

single-img-extrapolating

35
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Repo for the paper "Extrapolating from a Single Image to a Thousand Classes using Distillation"

Deep-Illuminator

65
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7
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Deep Illuminator is a data augmentation tool designed for image relighting. It can be used to easily and efficiently generate a wide range of illumination variants of a single image.

This repo contains full solution for the challenge: from datasets creation to training and creating submit file. Moreover it can be used as a universal high-quality baseline solution for any segmentat...

tsgm

100
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13
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Generative modeling of synthetic time series data and time series augmentations

fast-audiomentations

29
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1
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⚡ Blazing fast audio augmentation in Python, powered by GPU for high-efficiency processing in machine learning and audio analysis tasks.

rutransform

16
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1
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RuTransform: python framework for adversarial attacks and text data augmentation for Russian