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[Evaluation issue] Depth, Semantic image output issues and vehicle stopping

Open garong opened this issue 1 year ago • 3 comments

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 have seen several posts discussing these issues and have activated visualization by adding the SAVE_PATH environment variable during the vehicle evaluation process.

  • my gpu is nvidia titan rtx(24GB)
  • (#135)
  • (#128)
  • ...

I confirmed the following problem. HD Map, Depth, and Semantic segmentation images are output as follows. Issue

I would like to inquire whether these issues are causing the vehicle not to move properly.

garong avatar Jun 26 '24 05:06 garong

Looks like the models were not loaded properly. What path did you set for loading, and which files were in them?

Kait0 avatar Jun 27 '24 14:06 Kait0

Thank you so much for your response. The model path and its contents you mentioned are as follows: path : /home/tops/sschai/transfuser/model_ckpt/models_2022/transfuser/ and there are 4 files (args.txt, model_Seed1_39.pth, model_seed2_39.pth, model_seed_3_37,pth)

Additionally, I share the parts I modified and some of the paths.

image

garong avatar Jun 29 '24 06:06 garong

hm I don't see an obvious issue. You need to debug here to check whether the model is loaded correctly.

Kait0 avatar Jul 01 '24 15:07 Kait0

As you pointed out, there was an issue with that variable. It seems that things got tangled up during code analysis. The problem has been resolved.

I appreciate your kind and helpful response and want to thank you once again from the bottom of my heart.

garong avatar Jul 05 '24 08:07 garong