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How could I modify the network so it can take images of greater size as input? #31

Open JavierUrenaPhDProjects opened 1 year ago

JavierUrenaPhDProjects commented 1 year ago

Hello, so I'm doing a comparative study with other similar networks and I want all of them to take as input 384x384 images. I tried to register a new model, similar to CCTrans_large, which allows input of 256x256, but modifying the hyperparameters so it could fit 384x384 images. The problem is I dont know what to tweak in order to accomplish it. What should I put attention to, or change, in order to configure the model correctly for images of 384x384? (or any desired size?)

wfs123456 commented 1 year ago

Two solution: (1) The input size must be divided by 256，so u can set 256, 512, 768 (2) If the input size must be 384, update  wss=[8，8，8，8] to wsd=[8, 8, 8, 6] in this function  (def alt_gvt_large).

---Original--- From: @.> Date: Fri, Jun 2, 2023 20:10 PM To: @.>; Cc: @.***>; Subject: [wfs123456/CCTrans] How could I modify the network so it can takeimages of greater size as input? (Issue #31)

Hello, so I'm doing a comparative study with other similar networks and I want all of them to take as input 384x384 images. I tried to register a new model, similar to CCTrans_large, which allows input of 256x256, but modifying the hyperparameters so it could fit 384x384 images. The problem is I dont know what to tweak in order to accomplish it. What should I put attention to, or change, in order to configure the model correctly for images of 384x384? (or any desired size?)

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JavierUrenaPhDProjects commented 1 year ago

Ok, it seems that it works! thanks! can I ask exactly what was changed here so the model could work correctly?