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JUGGHM avatar JUGGHM commented on July 17, 2024

Thanks for your great work. When I dive into the code about canonical ratio,I found that the canonical ratio was normalized by the real camera focal length x(f_x) in the part of preparing gt depth label(transform.py),but it was normalized by (f_x+f_y)/2 in the test script(do_test.py).Could the inconsistency lead to deep confusion? Looking forward to your reply!

In 【transform.py】, the transformation is used for training, where we resize the image while keeping the aspect ratio. The resize factor is defined according to the ratio of x-axis intrinsic.
However during inference in 【do_test.py】, we cannot garantee that the aspect ratio is kept for an unknown image. Hence we use an average ratio to de-transform.

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RookieHuang avatar RookieHuang commented on July 17, 2024

Thanks for your reply!

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