Converting into Grayscale increasing the inference time ? Is there any way we can increase the model inference time ?

[jaaacker]

I changed the input type to grayscale in the model. hoping it would decrease the inference time. Unfortunately, it increased instead. I realized that changing only one layer in the model might not have much impact. Please correct me if I'm mistaken.

Could you please guide me on alternative approaches or point out any mistakes I made regarding grayscale?

Thank you !!

[abewley]

I think this is intended for a different library as the SORT code doesn't explicitly use the image or convolution layers as shown in your screenshot. Maybe you might get better answers if you ask on the repository with the convolutional detector you are using.

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On Fri, Mar 22, 2024, 12:00 jaaacker ***@***.***> wrote: image.png (view on web) <https://github.com/abewley/sort/assets/32997227/14091014-805c-42eb-b7b2-d5a662e8285f> I changed the input type to grayscale in the model. hoping it would decrease the inference time. Unfortunately, it increased instead. I realized that changing only one layer in the model might not have much impact. Please correct me if I'm mistaken. Could you please guide me on alternative approaches or point out any mistakes I made regarding grayscale? Thank you !! — Reply to this email directly, view it on GitHub <#178>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AB5YXKZY7XFJIIIAMB5UR73YZQFMVAVCNFSM6AAAAABFDDQNACVHI2DSMVQWIX3LMV43ASLTON2WKOZSGIYDEMRTG42TQNQ> . You are receiving this because you are subscribed to this thread.Message ID: ***@***.***>