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my predicted image is gray image

Open manvirvirk opened this issue 4 years ago • 7 comments

can anyone help??

manvirvirk avatar Apr 06 '20 09:04 manvirvirk

could you tell me your installed version(tensorflow and keras)?

dolphincats avatar Apr 08 '20 08:04 dolphincats

it is tf=2

manvirvirk avatar Apr 08 '20 08:04 manvirvirk

@dolphincats @manvirvirk could you fix it? I have the same issue, tf 1.13.1 keras 2.2.4

mfaramarzi avatar Jun 07 '20 14:06 mfaramarzi

@manvirvirk May I ask if you solved this problem, I'm experiencing the same problem now!

happy20200 avatar Jun 17 '20 08:06 happy20200

No i could not solve this , i tried everything

On Wed, Jun 17, 2020 at 2:12 PM happy20200 [email protected] wrote:

@manvirvirk https://github.com/manvirvirk May I ask if you solved this problem, I'm experiencing the same problem now!

— You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub https://github.com/zhixuhao/unet/issues/174#issuecomment-645239981, or unsubscribe https://github.com/notifications/unsubscribe-auth/ANAEAQAXZZEUHWVCXVA4YEDRXB6XDANCNFSM4MCEDR4Q .

manvirvirk avatar Jun 17 '20 08:06 manvirvirk

I have partially solved this(for now) although I still get wrong predictions sometimes. You can try to see if it works for you or if you can improve it.

Nelson-Gon avatar Jun 20 '20 05:06 Nelson-Gon

When first loading and testing the repo, I had this issue too because I changed steps_per_epoch=300 to steps_per_epoch=10 in main.py. I was just trying to train it quickly to ensure that it created some kind of output. The all-gray problem went away as soon as I increased training to a slightly more normal value, like steps_per_epoch=100.

aedirn avatar Sep 11 '20 15:09 aedirn