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[PAMI'23] TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving; [CVPR'21] Multi-Modal Fusion Transformer for End-to-End Autonomous Driving

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I tried to make a data generation. During this, I had some issue as follow, 'DataAgent' object has no attribute '_active_traffic_light' Could you guide me about this?

Why do I use the dataset (210G) you provided to train the model by myself, during test phase on the Carla , the ego car can't go straight on the...

https://github.com/autonomousvision/transfuser/blob/22b3ccdb7e806b42c9be2aa476b71546e8ec3620/team_code_autopilot/autopilot.py#L726-L745 Should this line `i_stuck = i` be put in the following for-loop? like: ```Python for id, traffic_participant in nearby_vehicles.items(): i_stuck = i if self.render_bev==False and self.junction==False and i >...

Hi, I am facing some doubts while trying to evaluate the model, so please guide. I trained the transfuser model by running `CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6 OMP_NUM_THREADS=48 OPENBLAS_NUM_THREADS=1 torchrun --nnodes=1 --nproc_per_node=7 --max_restarts=0 --rdzv_id=1234576890...

Hi, I have a question regarding the transformation of bounding boxes from 3D to 2D in branch 2021. When attempting to generate 2D traffic light/stop sign bounding boxes, I encountered...

Hi, Would please tell me which part of the code allows me to access the gradient of the transfuser model in evaluation mode ? Thank you bunches in advance :)

Thank you for providing the paper and code. I have issues. Despite using pre-trained models, Ego vehicles do not move properly, often moving off the road or stalling. So I...

Hi, First of all, thank you for your receptivity and your quick answers to issues :) Referring to leaderboard_evaluator_local.py (see the attached screen shot), and referring to this particular line...

Dear Author.When I input the command "./CarlaUE4.sh --world-port=2000 -opengl", the result is as follows: ![Image](https://github.com/user-attachments/assets/654a5bcf-24c1-45a4-bcb7-2d5e8981c6cc) However, the GPU did not show any usage. ![Image](https://github.com/user-attachments/assets/33baf137-0c2d-4e17-bc0e-b52e0f2d1189) When I entered the command './leaderboard/scripts/local_evaluation.sh...