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[ICLR'23 Spotlight & IJCV'24] MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction

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We find that MapTRv2 on av2 doesn't use depth supervision for LSS. From the maptrv2_av2_3d_r50_6ep.py config, we don't find loading gt_depth. So on av2 data set, MapTRv2 only uses LSS...

In the code [here](https://github.com/hustvl/MapTR/blob/e03f097abef19e1ba3fed5f471a8d80fbfa0a064/projects/mmdet3d_plugin/datasets/nuscenes_offlinemap_dataset.py#L77) , it announced using LIDAR coordinates, but LIDAR coordinates x is front, see bellow figure, so if we specific (bev_h, bev_w) = (200, 100), the point_cloud_range...

I want to ask why there exists a cuda memeory error: multiscale_kernel_attn_forward_cuda

Hey guys I am new to this, so sorry if this question is dumb. I want to use the visualization tool in the repository to see if the trained model...

Hi,the training of maptr with bevpool has some errors that some parameters are not used to compute loss, such as position_encoding. Althrough I have fixed them, the performance of maptr...

Hi, Thanks for sharing such a great job! I want to reproduce your code. Do datasets have to be prepared as _full nuScenes datasets_? Does the _v1.0-mini datasets_ work? If...

Hi, Thanks for your impressive work, could you provide the implementation of Path2Graph?

Hi~When I run this command to train model for maptrv2,I meet this problem. Can you tell me how to fix it? ![image](https://github.com/hustvl/MapTR/assets/11143950/5a5c478a-0a3e-4aad-938a-217c4186ecb5)

Hi, firstly thanks for your work, i have a question about Test, if i want to use v1.0-test to test the model, Do I need to change this ‘nuscenes_infos_temporal_val.pkl’ to...

Hi,非常赞的工作,请问下如果想在端侧性能较差的芯片上跑起来MapTRv2,模型改造方面有什么建议吗谢谢