What is Data Augmentation? Definition | AI Understanding

Qeexid

Farsamooyinka abuura tusaalooyin tabobar oo wax laga beddelay si loo horumariyo qaab guud.

Shuruudaha la xiriira

Sida ugu wanagsan ee moodalku u qabto xogta cusub, ee aan la arkin ee ka baxsan habka tababarka.

Leakage Benchmark

Marka tusaalooyinka imtixaanka bartilmaameedka ama kala duwanaansho dhow ay ku jiraan xogta tababarka, sicir-bararka waxqabadka la soo sheegay.

Ururinta tusaalayaal habaysan ama aan qaabaysan loo isticmaalay tababarka, xaqiijinta, ama imtixaanada.

Xog-ururin aad u weyn oo adag oo u baahan kaydin la miisaami karo iyo farsamooyinka farsamaynta.

Barashada Joogtada ah

Qaababka tababarka ee u oggolaanaya moodalku inuu ka sii barto xogta cusub isagoon iloobin aqoon hore.

Sii wadida tababarka xogta gaarka ah ee domain-ka si loo waafajiyo qaabka horay loo tababaray ee hawl gaar ah.

Wax badan ka baro hagayaashayada bilaashka ah

AI & Data Vector Databases Synthetic Data AI Data Governance

Eeg sidoo kale

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

Ka baadh Qaamuuska AI oo buuxa Baadh dhammaan hagayaasha AI ee bilaashka ah