Fire and Smoke Dataset

### **This dataset is collected by DataCluster Labs. To download full dataset or to submit a request for your new data collection needs, please drop a mail to: [[e-mail]](mailto:[e-mail])**

This dataset is an extremely challenging set of over 7000+ original Fire and Smoke images captured and crowdsourced from over 400+ urban and rural areas, where each image is **manually reviewed and verified** by computer vision professionals at Datacluster Labs.

### **Dataset Features**

- Dataset size : 7000+
- Captured by : Over 1000+ crowdsource contributors
- Resolution : 98% images HD and above (1920x1080 and above)
- Location : Captured with 400+ cities accross India
- Diversity : Various lighting conditions like day, night, varied distances, view points etc.
- Device used : Captured using mobile phones in 2020-2021
- Usage : Fire and Smoke detection, Smart cameras, Fire and Smoke alarming system, etc.

### Available Annotation formats

COCO, YOLO, PASCAL-VOC, Tf-Record

**The images in this dataset are exclusively owned by Data Cluster Labs and were not downloaded from the internet. To access a larger portion of the training dataset for research and commercial purposes, a license can be purchased. Contact us at [e-mail] Visit www.datacluster.ai to know more.**

本数据集由 DataCluster Labs 收集汇编。欲下载完整数据集或提交关于您新数据收集需求之申请，敬请发送电子邮件至：[[e-mail]](mailto:[e-mail])。

该数据集汇聚了超过 7000 余张原始的火灾与烟雾图像，这些图像通过众包方式从 400 余个城乡地区收集而来，每张图像均经 Datacluster Labs 的计算机视觉专业人士进行人工审查与验证。

### **数据集特性**

- 数据集规模：7000+
- 捕获来源：超过 1000 名众包贡献者
- 分辨率：98% 的图像分辨率达到高清及以上（1920x1080 及以上）
- 地点：覆盖印度 400 余个城市
- 多样性：包含白天、夜晚、不同距离、不同视角等多样化的光照条件
- 设备：使用 2020-2021 年间的智能手机拍摄
- 应用：火灾与烟雾检测、智能摄像头、火灾与烟雾报警系统等

### **可用的标注格式**

COCO、YOLO、PASCAL-VOC、Tf-Record

本数据集中的图像为 Data Cluster Labs 独家所有，并非从互联网下载而来。如需获取更大份额的训练数据集用于研究和商业目的，可购买许可证。请联系我们，邮箱：[e-mail]。欲了解更多信息，请访问 www.datacluster.ai。