Signboard dataset is a dataset contains various signboard of store in Taiwan such as 7-Eleven, FamilyMart, Hi-Life, Post Office, and etc. The total about 30,000 images consists of 25,000 images of training datasets and 5,000 images of validation datasets. The link for download the datasets as follow :

Signboard Dataset

and for tool collection can be downloaded :

Tool

This dataset published on my Github and everyone can download. If you want to use our dataset, please cite our paper:

@ARTICLE{9491158,

author={Yohannes, Ervin and Lin, Chih-Yang and Shih, Timothy K. and Hong, Chen-Ya and Enkhbat, Avirmed and Utaminingrum, Fitri},  

journal={IEEE Access},  

title={Domain Adaptation Deep Attention Network for Automatic Logo Detection and Recognition in Google Street View},  

year={2021},  

volume={9},

number={}, 

pages={102623-102635}, 

doi={10.1109/ACCESS.2021.3098713}}

The dataset contains 21 full-HD videos, each around 1 hr long, captured at six different locations. Vehicles in the videos (20 865 instances in total) are annotated with the precise speed measurements from optical gates using LiDAR and verified with several reference GPS tracks. The dataset is available for download and it contains the videos and metadata (calibration, lengths of features in image, annotations, and so on) for future comparison and evaluation.

This dataset was published with paper SOCHOR Jakub et al. Comprehensive Data Set for Automatic Single Camera Visual Speed Measurement, IEEE T-ITS.

Download link