TSData

交通信号灯数据集集WPI Traffic Light Dataset

Training Data

• The training data are collected in Worcester, MA, USA during summer.
• ROI Samples: Extracted from frames in Frames_GT_wHolder. Can be used for training classifier. Download: 77.8 MB

Training Data [Optional]

• Training Data [Optional]
• These data are optional and may be helpful. E.g., if one wants to investigate not only the traffic lights, but also the surrounding areas.
• Many, if not all, the frames in Frames_GT_wHolder and Frames_GT_Lights are the same. Frames_GT_wHolder: Whole frames with label. Each folder is a type of traffic lights with their holders, and only that type is labelled (Ground truth contain the traffic light holders). A frame contains multiple types of traffic lights may appear in different folders. Download: 10.5 GB
• Frames_GT_Lights: Whole frames with label. These sequences are labelled for individual traffic lights of all types. Sequences 8,9,10 do not have traffic lights. Download: 1.52 GB

Test Data

The test data are collected in Worcester, MA, USA during winter. Test: Whole frames with label. These sequences are labelled for individual traffic lights of all types. Sequences 18,19,20,21,22,23 do not have traffic lights. Download: 3.06 GB

data provider's Demo (compared with HOG features without tracking)

• video