R2CNN-Plus-Plus_Tensorflow icon indicating copy to clipboard operation
R2CNN-Plus-Plus_Tensorflow copied to clipboard

Changes required for custom dataset

Open jamessmith90 opened this issue 6 years ago • 6 comments

The images in my dataset are 2400x2400.

Do i have to change the following items: cfgs.py IMG_SHORT_SIDE_LEN = [800, 600, 700, 900, 1000, 1100, 1200]

Can you please confirm what changes i need to make for my dataset ?

jamessmith90 avatar Sep 24 '19 08:09 jamessmith90

I have the same question... will this repo work on high resolution images as it or there will be some changes required in the configuration files.

dexception avatar Sep 24 '19 12:09 dexception

According to my experience, the image size is adjusted accordingly, and the value is centered on the original image size. I have not used such a high resolution map, so I don't know if it helps. @jamessmith90 @dexception

yangxue0827 avatar Sep 24 '19 12:09 yangxue0827

@yangxue0827 I have lot of objects that are quite close to each other. And sometimes out of 4 ..one or two are getting missed. Is there any configuration setting that i can change to optimize this ?

dexception avatar Sep 24 '19 14:09 dexception

@yangxue0827 There are lot of misses in case objects are too close to each other. This is definitely an issue. Tried to tag objects in different way but the issue persists.

dexception avatar Sep 25 '19 06:09 dexception

Can you give an example? @dexception

yangxue0827 avatar Sep 27 '19 11:09 yangxue0827

image

dexception avatar Sep 27 '19 14:09 dexception