search

hmorimitsu / ptlflow

PyTorch Lightning Optical Flow models, scripts, and pretrained weights.
Apache License 2.0
250 stars 33 forks source link

EPE calculation #43

Closed GowthamInti closed 1 year ago

GowthamInti commented 1 year ago

Hi I have run a validate.py on FlowNetS pre trained on things choosing validation dataset as things. The EPE is 12.96 which is very high. as per the paper the EPE has to be around 4-5. Is there any error in computing EPE or am I missing something?

I really appreciate any help you can provide.

I ran the validate.py with the following args

python validate.py flownets --pretrained_ckpt things --val_dataset things

hmorimitsu commented 1 year ago

Hello, thank you for reporting.

I don't think there are problems with the EPE, since the overall results look OK.

There may be some problem with the model, but I'll have to check further.

Can you tell which paper reported these results?

Best