Updated:
Question
How to normalize images when converting AI models.
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Answer
Can be set with IN_MEAN and IN_SCALE in setting.conf file.
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The preprocessing specified as "PREPRO" is not included in the model file. If you incorporate the model into your app, implement preprocessing on the app side as well. |
Setting Example :
When normalizing 0 - 255 を 0255 to 0.0 - 1.0 に正規化する場合：0 :
IN_MEAN：0MEAN : 0
IN_SCALE：255SCALE : 255
When normalizing 0 - 255 を 255 to -1.0 - 1.0 に正規化する場合：0 :
IN_MEAN：127MEAN : 127.5
IN_SCALE：127SCALE : 127.5
前処理スクリプトで正規化を行う場合（変換後モデルに前処理を含めない）：When normalization is performed in the preprocessing script (Not include preprocessing in post-conversion model)：
IN_MEAN：0MEAN : 0
IN_SCALE：1PREPRO：前処理スクリプトパスSCALE : 1
PREPRO : Preprocessing script path
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詳細は、CVツールに同梱されている「AdamAppFor details, refer to "AdamApp_CVtool_UserManual_Vx_xx.pdf」を参照してください。pdf" included with the CV tool. |