What is Data Augmentation? Definition | AI Understanding

Ma'anarsa

Dabarun da ke haifar da gyare-gyaren misalan horarwa don haɓaka ƙirar ƙira.

Sharuɗɗa masu alaƙa

Yadda samfurin ke aiki akan sabbin, bayanan da ba a gani a wajen tsarin horo.

Leakage na Benchmark

Lokacin da misalan gwajin ma'auni ko bambance-bambancen kusa ke nan a cikin bayanan horo, haɓaka aikin da aka ruwaito.

Tarin misalan da aka tsara ko ba a tsara su da aka yi amfani da su don horo, tabbatarwa, ko gwaji.

Manyan manyan bayanai masu rikitarwa waɗanda ke buƙatar ma'auni mai ƙima da dabarun sarrafawa.

Ci gaba da Koyo

Hanyoyi na horarwa waɗanda ke barin abin ƙira ya ci gaba da koyo daga sababbin bayanai ba tare da manta da ilimin farko ba.

Kyakkyawan-Tuning

Ci gaba da horarwa akan ƙayyadaddun bayanai na yanki don daidaita samfurin da aka riga aka horar zuwa takamaiman aiki.

Ƙara koyo a cikin jagororinmu na kyauta

AI & Data Vector Databases Synthetic Data AI Data Governance

Duba kuma

Cross-Entropy Loss Data Drift Convolutional Neural Network (CNN)Data Labeling Context Window Decision Boundary Computer Vision Decision Tree

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