[Question] which input_size to use ?

[gachiemchiep]

Hello @argman

Thank you for your great work.

Is there any list of input_size which i should use ?
Currently 512x512 work greate but for our situation, it cost too much memory and time.
We want to reduce the input_size into 256x256 and even for 128x128.
Do you have any experience with that ? And will the network accept that small size ?

Best regards

[danish-farooq-confiz]

Hi, I worked with different image input sizes. With increasing size, it starts detecting smaller things i.e. single words written in very small font. And with decreasing size, it detects words/sentences with bigger font or in other words occupies a significant area. Also with increased image size, it breaks down a sentence in single words i.e. "I like this post" will be detected word by word. Hope that helps.

[gachiemchiep]

@danish-farooq-confiz Thank you for your information.