quiz bu lëkkale ak tegtal · Diggante Niveau

Triplet ñàkk ak quiz jàngat metric

Saytu ancre-positif-negatif ci cër yi, tàqale marge yi, méngale buñ samp, normalisasioŋ, ak misaali nul ak triplet-perte.

Yooni njiit yu jëm ciTriplet ñàkk ak jàng metric
Laaj 1 de 8

Lan mooy ñatti dugal yi nga xamni ñooy triplet ci triplet perte?

Xoolaatal laaj bu nekk8 laaj

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

  1. Lan mooy ñatti dugal yi nga xamni ñooy triplet ci triplet perte?
    • Ancre, positif ak négatif
    • Duggal, lalu nëbbu ak genn
    • Laaj, caabi, ak valeur
    • Taggat, saytu ak saytu misaal yi
  2. Lu tax ñàkka am ñatti yoon ñu boole ci marge?
    • ngir gaawlu bariwaayu matrix
    • Yokk limu klaas yi
    • Ngir moytu model bi daaneel bépp embedding ci benn poñ
    • Soppi distance yi ci probabilite yi
  3. Ban sistem bu siiw ci 2015 moo siiwal ñàkka am ñatti doom ngir xàmmee kanam gi?
    • AlexNet
    • FaceNet
    • Resnet
    • Bert
  4. Lan la xeetu jàngu metrik buñ tàggat di def ci bépp dugal?
    • Etiketu klaas kese
    • Box buy tënk
    • Benn poñ
    • Vecteur buy tënk bu distance yi di wane nuru
  5. Lan moo waral jàngu metrik méngoo bu baax ak jafe-jafe yu ubbeeku yu melni yokk kanam yu bees?
    • Dafay tàggataat reso bi yépp ngir dàntite bu bees bu nekk
    • Du dox ludul sudee xam nañu bépp klaas bu njëkk
    • Tegtale mingi aju ci distance, kon dàntite yu bees yi soxla wuñu ñu tàggataat
    • Dafay jottali limu génnekaay yi
  6. Dugalug njàngum metrik dafay faral di nekk L2-normalisé. Lan la loolu mëna jur?
    • Dafay def ay ëmb ci kaw benn hypersphere suko defee distance yi nekk ci ay yam te ñuy méngale
    • Dina dindi bépp fonction buy ñàkk
    • Dafay soppi reso bi def ko ab xaajkat
    • Dafay yokk ñaari yoon yaatuwaayu samp gi
  7. Under max(0, d(a,p) minus d(a,n) plus margin), d(a,p)=0.3, d(a,n)=0.8 and margin=0.2 yield what loss?
    • 0.3
    • 0.7
    • 1.3
    • 0
  8. A positive margin is 0.2 and every embedding collapses to the same point. What loss does that triplet formula give?
    • 0, because both distances are equal
    • 0.2, so collapse has not satisfied the separation objective
    • 1, regardless of the margin
    • A negative loss of minus 0.2