augmentations topic

List augmentations repositories
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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

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

single-img-extrapolating

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

Deep-Illuminator

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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

124
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Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets)

fast-audiomentations

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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

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

pure-noise

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Official implementation for "Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images" https://arxiv.org/abs/2112.08810