sargishunanyan/thermo-classification

该数据集是一个图像分类数据集，包含526张图像，分为训练集（372张）、验证集（102张）和测试集（52张）。数据集的标签包括[Thermostat, Housing, Insert]。数据集通过Roboflow平台导出，未应用图像增强技术。Roboflow是一个端到端的计算机视觉平台，支持团队协作、图像收集与组织、图像数据理解与搜索、数据集注释与创建、模型导出与训练以及使用主动学习改进数据集。

This is an image classification dataset containing 526 total images, split into a training set (372 images), a validation set (102 images) and a test set (52 images). The labels of the dataset are [Thermostat, Housing, Insert]. The dataset was exported via the Roboflow platform, with no image augmentation techniques applied. Roboflow is an end-to-end computer vision platform that supports team collaboration, image collection and organization, image data understanding and search, dataset annotation and creation, model export and training, and dataset improvement via active learning.

原始信息汇总

数据集概述

任务类别

• 图像分类

标签

• Thermostat
• Housing
• Insert

图像数量

• 验证集：102张
• 测试集：52张
• 训练集：372张

使用方法

1. 安装 datasets 库： bash pip install datasets

2. 加载数据集： python from datasets import load_dataset ds = load_dataset("sargishunanyan/thermo-classification", name="full") example = ds[train][0]

引用

@misc{ proj-2-qmdk0_dataset, title = { proj 2 Dataset }, type = { Open Source Dataset }, author = { Yolo }, howpublished = { \url{ https://universe.roboflow.com/yolo-po0ro/proj-2-qmdk0 } }, url = { https://universe.roboflow.com/yolo-po0ro/proj-2-qmdk0 }, journal = { Roboflow Universe }, publisher = { Roboflow }, year = { 2023 }, month = { oct }, note = { visited on 2023-10-18 }, }

许可证

CC BY 4.0

数据集摘要

该数据集于2023年10月8日7:58 AM GMT通过roboflow.com导出。数据集包含526张图像，未应用图像增强技术。