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shamangary avatar shamangary commented on July 17, 2024

你好,理論上來說圖片越大自然細節越多,應該效果會變好,有幾種方法可以達到,你提的是其中一種,另外的可以是改變之後FC的大小,不過這需要計算到該層FC的neuron數量才能做到,個人選擇64x64只是因為這是通常最小的設定,128x128或更大的設定自然都是可以的 = )

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zhanglaplace avatar zhanglaplace commented on July 17, 2024

@shamangary 好的,多谢回答,我找个时间做下实验,非常好的项目~👍

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blue-butterfly avatar blue-butterfly commented on July 17, 2024

@shamangary
你好,您说的这个针对大于64*64的输入,解决方式 “另外的可以是改變之後FC的大小” 不太明白 可以解释下吗

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shamangary avatar shamangary commented on July 17, 2024

@blue-butterfly 你好,因為fully-connected基本上就是 y = W*x + b
你需要指定W矩陣的兩個維度(輸入和輸出),不然維度會對不上,
所以如果要改變input大小你就必須要算出使用FC layer時候的維度然後事前指定給FC才行這樣。

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blue-butterfly avatar blue-butterfly commented on July 17, 2024

好的,明白了,非常感谢!!!!

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blue-butterfly avatar blue-butterfly commented on July 17, 2024

@shamangary 感谢回复

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