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Traffic_Lights_Recognition

数据集大小23.0 GB

更新时间2022-09-19 15:18:31

数据集标签
智慧交通计算机视觉目标检测图片box情景识别...

数据集路径

数据集无需解压和下载,可直接在代码中更改数据集路径使用

/datasets/Traffic_Lights_Recognition/

数据集简介

Urban Object Detection dataset:example of the seven categories included in the dataset.

数据集说明

We propose a new dataset that is used for benchmarking the accuracy of a real-time object detector (Faster R-CNN). Part of the data was collected using an HD camera mounted on a vehicle. Furthermore, some of the data is weakly annotated so it can be used for testing weakly supervised learning techniques. There already exist urban object datasets, but none of them include all the essential urban objects. We carried out extensive experiments demonstrating the effectiveness of the baseline approach. Additionally, we propose an R-CNN plus tracking technique to accelerate the process of real-time urban object detection.