UniAD
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[CVPR'23 Best Paper Award] Planning-oriented Autonomous Driving
Thanks for this great work. I am wonder the following reasons for the above flip and rotation in projects/mmdet3d_plugin/datasets/nuscenes_e2e_dataset.py , why these tranforms are needed: Question 1: semantic_masks, instance_masks, forward_masks,...
Dear authors, I find that the pth file you provided only contains weight/bias, and could you please provide pth/onnx file that contains the whole network structure information ? Thanks
I download the test set and make test.pkl, but i run the eval file, it seems to see the following issues ![image](https://github.com/OpenDriveLab/UniAD/assets/36037361/15b994df-6392-46d1-9cff-4001cedbf2b9)
it seems NOT support FP16 training now, any planning? or how to fix it ? `2023-09-08 14:40:34,180 - mmdet - INFO - workflow: [('train', 1)], max: 6 epochs 2023-09-08 14:40:34,182...
Nice work!!! My PC doestn't have enough memory, I tried to modified the default dataset, but still has below error. ![image](https://github.com/OpenDriveLab/UniAD/assets/72009672/a3f748ca-8b41-4ac2-9aa6-6a5bf35ebc60) So Can you tell me how to use v1.0-mini...
Dear authors, Thank you for the great work! I tried to query the model multiple times on the same frame without updating some of the 'previous information' for the upcoming...
Hello! I found 2 scene level embedding from Motionformer which are scene_level_offset_embedding and scene_level_ego_embedding. I am confused about them. Which one should be I^S_T and what is the meaning of...
![2091692723324_ pic](https://github.com/OpenDriveLab/UniAD/assets/102672687/fbeb5343-b62a-408d-8a8e-fa465d463f78) Hello, I setup the environment and prepared the v1.0-mini dataset based on your guide, could you please tell me why the eval still faild? The img insists but...
Hello, appreciate for your excellent work firstly. In your occflow_label.py file and the previous works such as beverse , I have found that you all set a no-vehicle-object frame with...