Datasets
Standard Dataset
RGBT-CC
- Citation Author(s):
- Submitted by:
- Mu Baoyang
- Last updated:
- Mon, 01/20/2025 - 23:00
- DOI:
- 10.21227/0dws-k255
- License:
- Categories:
- Keywords:
Abstract
RGB-T Crowd counting. RGBT-CC dataset is made up of 2,030 pairs of RGB-T images, each having a resolution of 640×480, and these images were captured under different scene circumstances and lighting conditions. A total of 138,389 pedestrians are precisely annotated in this dataset, and there are roughly 68 pedestrians on average in each image. It is divided into three separate subsets: training is performed using 1,030 images, 200 images are used for validation, and 800 images are for testing. The dataset is derived from the following CVPR paper:Cross-modal collaborative representation learning and a large-scale rgbt benchmark for crowd counting.When using this dataset, please cite: L. Liu, J. Chen, H. Wu, G. Li, C. Li, and L. Lin, "Cross-modal collaborative representation learning and a large-scale rgbt benchmark for crowd counting," in Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, 2021, pp. 4823-4833.
RGB-T Crowd counting. RGBT-CC dataset is made up of 2,030 pairs of RGB-T images, each having a resolution of 640×480, and these images were captured under different scene circumstances and lighting conditions. A total of 138,389 pedestrians are precisely annotated in this dataset, and there are roughly 68 pedestrians on average in each image. It is divided into three separate subsets: training is performed using 1,030 images, 200 images are used for validation, and 800 images are for testing. The dataset is derived from the following CVPR paper:Cross-modal collaborative representation learning and a large-scale rgbt benchmark for crowd counting.When using this dataset, please cite: L. Liu, J. Chen, H. Wu, G. Li, C. Li, and L. Lin, "Cross-modal collaborative representation learning and a large-scale rgbt benchmark for crowd counting," in Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, 2021, pp. 4823-4833.
Dataset Files
- RGBT-CC dataset.zip (329.14 MB)
- RGBT-CC dataset.txt (651 bytes)
Documentation
Attachment | Size |
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RGBT-CC dataset.txt | 651 bytes |
Comments
This dataset is used for RGB-T crowd counting studies