Fruits Classification Dataset - resize-512x512-reflect

# Overview

The `Fruits` dataset is an image classification dataset of various fruits against white backgrounds from various angles, originally open sourced by GitHub user [horea](https://github.com/Horea94/Fruit-Images-Dataset). This is a subset of that full dataset.

Example Image:

# Use Cases

Build a fruit classifier! This could be a just-for-fun project just as much as you could be building a [color sorter for agricultural use cases](https://www.agriexpo.online/agricultural-manufacturer/color-sorter-3884.html) before fruits make their way to market.

# Using this Dataset

Use the `fork` button to copy this dataset to your own Roboflow account and export it with new preprocessing settings (perhaps resized for your model's desired format or converted to grayscale), or additional augmentations to make your model generalize better. This particular dataset would be very well suited for Roboflow's new advanced [Bounding Box Only Augmentations](https://blog.roboflow.ai/introducing-bounding-box-level-augmentations/).

# About Roboflow

[Roboflow](https://roboflow.ai) makes managing, preprocessing, augmenting, and versioning datasets for computer vision seamless.

Developers reduce 50% of their code when using Roboflow's workflow, automate annotation quality assurance, save training time, and increase model reproducibility.

#### [](https://roboflow.ai)

{'# Overview': '概览：

“Fruits”数据集是一组由GitHub用户[horea](https://github.com/Horea94/Fruit-Images-Dataset)开源的、在各种角度下拍摄的各种水果与白色背景的图像分类数据集。本数据集为原始数据集的一个子集。

示例图像：
', '# Use Cases': '应用场景：

构建一个水果分类器！这不仅可以是一项娱乐项目，也可能是在水果上市前用于农业用途的颜色分拣器（例如[Agriexpo网站上的颜色分拣器](https://www.agriexpo.online/agricultural-manufacturer/color-sorter-3884.html)）。', '# Using this Dataset': '使用此数据集：

使用“fork”按钮将此数据集复制到您自己的Roboflow账户中，并使用新的预处理设置导出它（例如，调整大小以符合您模型所需的格式，或转换为灰度），或进行额外的增强以使您的模型更好地泛化。本数据集非常适合用于Roboflow的新高级[仅边界框增强](https://blog.roboflow.ai/introducing-bounding-box-level-augmentations/)。', '# About Roboflow': '关于Roboflow：

[Roboflow](https://roboflow.ai)旨在使计算机视觉数据集的管理、预处理、增强和版本控制变得无缝。

开发者在使用Roboflow的工作流程时，代码量减少50%，自动化注释质量保证，节省训练时间，并提高模型的可重复性。

#### [](https://roboflow.ai)'}