Quiz buy yokk Mixup ak CutMix

Sooy def quiz bi, tontu yi ak leeral yi dañuy feeñ.

1. naka la ko Mixup di defaree misaalu tàggat yaram bu bees?
   • Sooy wëlbati benn nataal ba noppi nga bàyyi etiketam
   • Sooy dagg benn kaare bu bari te nga sànni ko
   • Soo soppi nataal bi ci grayscale
   • Ni ñuy interpole ñaari nataal ak seeni etiketu lambda
2. Lan mooy wuutale CutMix ak Mixup?
   • CutMix benn nataal kese lay jëfandikoo, Mixup ñaar
   • CutMix dafay jël benn patch rektangul ci benn nataal dem ci beneen nataal, du jaxase pixel yi fépp
   • CutMix du soppi lenn ludul etiket bi te du musa soppi nataal bi
   • CutMix dafay wax ci done yuñ bind kese
3. Ci CutMix, naka lañuy xamee diisaayu njaxas (lambda) ngir etiket yi?
   • Dafay faral di nekk ci 0.5
   • ci leeralu nataal bu gëna leer
   • Ci wàllu pixel yi, nataal bu nekk dafay jàppale
   • Ci anam wu mujjee, amul benn lëkkaloo ak nataal yi
4. Lu weesu nataalu dugal bi, lan leneen la Mixup ak CutMix soppali?
   • Etiket bi, mu soppi ko ci target bu jaxaso bu woyof
   • Tolluwaayu jàng bu optimisatër bi
   • Limu couche yi ci reso bi
   • Dayo lote bi
5. Ban séddale lañuy faral di jëfandikoo ngir jël misaalu koeffisien lambda biy jaxase?
   • Séddale bu maase ay lim yu mat
   • Séddale Beta
   • Séddale Poisson
   • Séddale Bernoulli ak p buñ tëral ci 1
6. Benn njariñ buñu bind ci yokkute yii di jaxase dafa gëna baax:
   • Kompresioŋ fichier model biñ tàggat
   • Gaawaayu tàggat yaram ci dindi soxla backpropagation
   • Mën tàggat te doo am benn etiketu
   • Robuste ak etalonnage boole ci njub
7. Mixup uses lambda = 0.25 for image A and one minus lambda for image B. What target weights follow?
   • 25% A and 75% B
   • 75% A and 25% B
   • 50% each regardless of lambda
   • 100% A because it is listed first
8. A CutMix patch replaces 20% of image A’s pixel area with image B. What label weights does the stated area rule use?
   • 20% A and 80% B
   • 100% B for any patch
   • 80% A and 20% B
   • 50% each for all rectangles