Kediska Qaybinta Panoptic

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

1. Maxay qaybta panoptic u qoondaysaa pixel kasta oo sawirka ku jira?
   • Summada qaybta, iyo aqoonsiga tusaale ee walxaha la tirin karo
   • Kaliya qiime qoto dheer
   • Sanduuqa kaliya ee lagu xirayo
   • Heerka blur
2. Eray bixinta panoptic, waa maxay fasalada 'walxaha'?
   • Walxaha la tirin karo sida baabuurta iyo dadka
   • Gobolo aan caadi ahayn sida cirka, wadada, ama cawska
   • Calaamadaha qoraalka ee sawirka
   • Xogta badan ee kamarada
3. Waa maxay xaddidaadda ugu weyn ee qaybta semantic ee qaybta panoptic ka adkaato?
   • Ma calaamadin karto cirka
   • Waxa kaliya oo ay ka shaqeysaa muuqaal
   • Ma kala saari karto xaaladaha gaarka ah ee isla qaybta
   • Waxay iska indhatirtay dhammaan asalka
4. Halbeegee loo isticmaalaa in lagu qiimeeyo tayada kala qaybinta panoptic?
   • Frames ilbiriqsikii
   • Saamiga cadaadiska
   • Saxnaanta midabka
   • Tayada Panoptic (PQ)
5. Maxay tahay waxa tayada kala qaybsanaanta (SQ) ka cabbirtaa gudaha Qiimaha Guud?
   • The average IoU of matched predicted and ground-truth segments
   • The number of images in the dataset
   • The speed of inference
   • The fraction of classes that are things
6. Qaab dhismeedka casriga ah kee ayaa wax ka qabta shay iyo shayba hal midaysan, qaab su'aal ku salaysan?
   • JPEG
   • Maska2 hore
   • ResNet-18 oo keliya
   • Shaandheyn sharci ku saleysan
7. How is Panoptic Quality (PQ) decomposed in the original formulation?
   • As image resolution multiplied by object count
   • As precision plus recall only
   • As segmentation quality multiplied by recognition quality
   • As frame rate divided by latency
8. Why can a single PQ score conceal useful diagnostic information?
   • PQ measures only image brightness
   • PQ excludes stuff classes
   • PQ is not computed from predictions
   • Segmentation and recognition errors can contribute differently to the aggregate