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Pamphlett avatar Pamphlett commented on June 15, 2024

Hi HyungTae!

Thanks for reaching out!
Of course I know you haha :) I noticed your work a long time ago and Quatro is really nice work!
For the semantic label generation, I did not use Salsanext but SPVNAS (on KITTI), where I did not encounter the number inconsistency issue. If you need any help regarding SPVNAS, do not hesitate to discuss it here!

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LimHyungTae avatar LimHyungTae commented on June 15, 2024

Thx for prompt reply and it works!

Here's my code snippet in evaluate.py in SPVNAS repository for other researchers:

abs_input_path = feed_dict['file_name'][0].split("/")
output_file_name = args.save_dir + "/" + abs_input_path[-3] + "/" + abs_input_path[-1].replace('.bin', '.label')
sem = outputs.cpu().numpy().astype(np.uint32)
ins = np.zeros_like(sem).astype(np.uint32)
pred_eval = sem + (ins << 16)
pred_eval.astype(np.uint32).tofile(output_file_name)
  • I added args.save_dir parameter
  • abs_input_path[-3]: sequence number, e.g., 00, 01, ...
  • abs_input_path[-1]: frame number, e.g., 000000, 000001, ..., 004000, ...

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LimHyungTae avatar LimHyungTae commented on June 15, 2024

Like this:
image

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LimHyungTae avatar LimHyungTae commented on June 15, 2024

This issue ganna be closed; yet, it would be better if you provide one with pre-extracted labels in the future :)

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Pamphlett avatar Pamphlett commented on June 15, 2024

Hi HyungTae!

Thanks for your advice. And I put this issue on the top to let more people know :)

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