Dataset

1. Taiwan Eye Blink Dataset 

2. Taiwan Traffic Sign Dataset 

3. BTSD Dataset Modified

4. TSData  Dataset (4 Class)

5. Road Sign Dataset Daylight

6. Road Sign Dataset in the Night 

7. FMD and MMD Dataset 

8. Hand Dataset

If you use this dataset please cite our paper:

1. S. Tai, C. Dewi, R. Chen, Y. Liu, and X. Jiang, “Deep Learning for Traffic Sign Recognition Based on Spatial Pyramid Pooling with Scale Analysis,” Applied Sciences (Switzerland), vol. 10, no. 19, p. 6997, 2020. (MDPI, Q1 SCIE)

2. C. Dewi, R. C. Chen, and H. Yu, “Weight analysis for various prohibitory sign detection and recognition using deep learning,” Multimedia Tools and Applications, pp. 1–21, 2020. (Springer, Q1 SCIE)

3. C. Dewi, R.-C. Chen, and S.-K. Tai, “Evaluation of Robust Spatial Pyramid Pooling Based on Convolutional Neural Network for Traffic Sign Recognition System,” Electronics, vol. 9, no. 6, p. 889, 2020. (MDPI, Q2 SCIE)

4. C. Dewi, R.-C. Chen, H. Yu, and X. Jiang, “Robust detection method for improving small traffic sign recognition based on spatial pyramid pooling,” Journal of Ambient Intelligence and Humanized Computing, Nov. 2021. (Q1 SCIE)

5. C. Dewi, R. C. Chen, Y. T. Liu, X. Jiang, and K. D. Hartomo, “Yolo V4 for Advanced Traffic Sign Recognition with Synthetic Training Data Generated by Various GAN,” IEEE Access, vol. 9, pp. 97228–97242, 2021. (Q1 SCIE)

6. C. Dewi, R.-C. Chen, Y.-C. Zhuang, and H. J. Christanto, “Yolov5 Series Algorithm for Road Marking Sign Identification,” Big Data Cogn. Comput., vol. 6, no. 4, p. 149, Dec. 2022, doi: 10.3390/bdcc6040149 (Scopus, Q1, SCIE)

7. C. Dewi, R.-C. Chen, Y.-C. Zhuang, X. Jiang, and H. Yu, “Recognizing Road Surface Traffic Signs Based on Yolo Models Considering Image Flips,” Big Data Cogn. Comput., vol. 7, no. 1, p. 54, Mar. 2023, doi: 10.3390/bdcc7010054.

8. C. Dewi and R.-C. Chen, “Automatic Medical Face Mask Detection Based on Cross-Stage Partial Network to Combat COVID-19,” Big Data Cogn. Comput., vol. 6, no. 4, p. 106, 2022, [Online]. Available: https://www.mdpi.com/2504-2289/6/4/106. (Scopus, Q1, SCIE)

9. C. Dewi, A. P. Shun Chen, and H. Juli Christanto, “YOLOv7 for Face Mask Identification Based on Deep Learning,” in 2023 15th International Conference on Computer and Automation Engineering (ICCAE), Mar. 2023, pp. 193–197. doi: 10.1109/ICCAE56788.2023.10111427.