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[BUG]: Radar Data Collection #212

@erikdeinzer

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@erikdeinzer

Hi all,

first of all, thank you for this dataset which really helps accelerating development for AV!

Unfortunately, I found a crucial mistake in your data collector:

You initialize both Back Radars with the same rotation, but RADAR_BACK_RIGHTs rotation should be yaw=90 instead of -90.

{
                    'type': 'sensor.other.radar', 
                    'x': -2.0, 'y': -0.67, 'z': 0.51, 
                    'roll': 0.0, 'pitch': 0.0, 'yaw': -90.0,
                    'range': 100, 'horizontal_fov': 30, 'vertical_fov': 30,
                    'id': 'RADAR_BACK_LEFT'
                    },
                {
                    'type': 'sensor.other.radar', 
                    'x': -2.0, 'y': 0.67, 'z': 0.51, 
                    'roll': 0.0, 'pitch': 0.0, 'yaw': -90.0,
                    'range': 100, 'horizontal_fov': 30, 'vertical_fov': 30,
                    'id': 'RADAR_BACK_RIGHT'
                    },

https://github.com/Thinklab-SJTU/Bench2Drive/blob/21d85eebcc219e058eaed02c95ce9d694b4a9175/tools/data_collect.py#L665C1-L677C23

Unluckily, this massively impairs radar data pipelines. Also, a rotation similar to nuscenes (yaw=180) would make the most sense, since otherwise we have two sensors on each side looking in the same direction with almost no translational difference.

If, with this information, you think about rerecording the dataset, please let me know!

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