Indian Traffic Sign Image 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 2000+ original Indian Traffic Sign images captured and crowdsourced from over 400+ urban and rural areas, where each image is **manually reviewed and verified** by computer vision professionals at DC Labs.

### **Dataset Features**

- Dataset size : 2000+
- Captured by : Over 400+ crowdsource contributors
- Resolution : 100% of 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 : Traffic sign detection, Self-driving systems, traffic detection, sign detection, 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.**

此数据集由Datacluster Labs精心收集。如需下载完整数据集或提交您的新数据收集需求，请发送电子邮件至：[[e-mail]](mailto:[e-mail])。

本数据集是一组极具挑战性的超过2000张原始印度交通标志图像，这些图像通过超过400个城市和乡村地区的众包方式采集。每一张图像均经过DC Labs的计算机视觉专业人员的**人工审查与验证**。

### **数据集特点**

- 数据集规模：2000+张
- 采集者：超过400位众包贡献者
- 分辨率：所有图像均为100%高清及以上（1920x1080像素及以上分辨率）
- 地点：印度400多个城市采集
- 多样性：涵盖各种光照条件，如白天、夜晚，不同距离，不同视角等
- 设备：使用2020-2021年的智能手机采集
- 用途：交通标志检测、自动驾驶系统、交通检测、标志检测等

### **可用的标注格式**

COCO、YOLO、PASCAL-VOC、Tf-Record

本数据集中的图像专属于Data Cluster Labs，并非从互联网下载。如需获取更多训练数据集以用于研究和商业目的，可购买许可证。请联系我们，邮箱：[e-mail]。更多信息请访问：www.datacluster.ai。