Normalization and Its Effects on Model Performance #ai #artificialintelligence #machinelearning
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YouTubeNextGen AI Explorer
Normalization and Its Effects on Model Performance #ai #artificialintelligence #machinelearning
@genaiexp Normalization is a preprocessing step that involves scaling the pixel intensity values of an image to a common range. This technique is crucial for improving model performance, as it ensures that the data fed into the model is standardized, preventing biases that may arise due to varying image scales. By normalizing images, we can ...
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In Pakistan, a married man must obtain written permission from the Arbitration Council before a second marriage; without it, the second marriage is illegal under the Muslim Family Laws Ordinance 1961. If the second nikah is not officially registered with the Union Council or NADRA, he can falsely appear “single” on records and a second wife may not show in any database. Verification can be attempted by requesting a Family Registration Certificate (FRC) from NADRA or checking nikah‑nama records a
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