---
title: "Data augmentation animated icon"
description: "Data augmentation animated icon (Model training & fine-tuning). A transformed copy is made from the source image. Light: a copy of the source frame lifts off it, flies up to the second view while it twists and straightens, shrinking to fit, and lands on it; the view swells as the copy merges and settles. Strong: two copies leave in turn, twisting one way and then the other, and the view takes each arrival. The source never moves; the copies are gone when the action ends."
canonical: https://generativeicons.com/icons/data-augmentation/
---

# Data augmentation animated icon

A transformed copy is made from the source image. Light: a copy of the source frame lifts off it, flies up to the second view while it twists and straightens, shrinking to fit, and lands on it; the view swells as the copy merges and settles. Strong: two copies leave in turn, twisting one way and then the other, and the view takes each arrival. The source never moves; the copies are gone when the action ends.

- Id: `data-augmentation`
- Category: Model training & fine-tuning
- Search terms: synthetic data, synthetic samples, transformed copies, expand dataset, random transform, image transforms, flip and rotate, jitter, more training data, oversampling
- One action, back to rest
- Styles: outline, solid, duotone; outline weights 1.5, 2, 2.5 (any from 1 to 3); motion light or strong
- File: https://generativeicons.com/assets/data-augmentation.lottie (dotLottie, 6973 bytes, sha256 f3f7bb18415f6dd9f694f0f6ffa1b071fc4af7b092c553ce1456c0a738915d04)
- License: MIT

## Install

```sh
npm install @lottiefiles/generative-icons-runtime
npx generative-icons init
npx generative-icons add data-augmentation
```

## React

```tsx
// npm install @lottiefiles/generative-icons-react
'use client';
import { AnimatedIcon } from '@lottiefiles/generative-icons-react';
import icon, { src } from './generative-icons/data-augmentation.mjs';

export function DataAugmentationIcon() {
  return <AnimatedIcon icon={icon} src={src} size={32}
    color="#ffffff" variant="outline" weight={2}
    motion="light" theme="dark" />;
}
```

## JavaScript

```js
import { createIcon } from '@lottiefiles/generative-icons-runtime';
import icon, { src } from './generative-icons/data-augmentation.mjs';

const handle = await createIcon(canvas, {
  icon, src,
  color: '#ffffff', style: 'outline', weight: 2,
  motion: 'light', theme: 'dark'
});
button.addEventListener('click', () => handle.play());
// On removal: handle.destroy();
```

More: https://generativeicons.com/icons/data-augmentation/ · https://generativeicons.com/api/icons/data-augmentation