CFG file input dimension [advice]

[juanmed]

Hello everyone,
First thanks to @ayooshkathuria for such a nice tutorial. Second I would like to point out that the input dimensions in the current version of the yolov3.cfg file from yolo repository (the one recommended to download in the tutorial part 2) contains a height = 608, width = 608. So you might encounter an error like this at some point:

RuntimeError: shape '[1, 255, 3025]' is invalid for input of size 689520

My suggestion is to change the yolov3.cfg to height=416, width = 416 as those are the dimensions used in the tutorial, particularly in line 14. Another solution is to resize the image to height = 608 and width = 608 when reading it, in the same line. A more general solution would be to read whatever dimensions are in the yolov3.cfg file and resize the image with those dimensions.

Cheers!

[kHarshit]

Thanks @juanmed You saved the day!

[SambhaviPD]

Many thanks to @ayooshkathuria for such a detailed and brilliantly explained tutorial.

@juanmed, Really nice of you to point out the config change. Was useful to me and to many others too I guess!

[aimxu]

Thank to the great and selfless tutorial by @ayooshkathuria and @juanmed, you save many people like us

[sisrfeng]

https://github.com/ayooshkathuria/pytorch-yolo-v3/blob/fbb4ef98d5a598f4c8eded6d618a599b7d289e2f/cfg/yolov3.cfg#L8
with=320

YOLO_v3_tutorial_from_scratch/cfg/yolov3.cfg

Line 8 in 8264dfb

width= 416

width=416

should width for training imgs be 320, 416 or 608?
Thanks!