Maswali ya Kugawanya Panoptic

Majibu na maelezo huonekana unapojibu maswali.

1. Je! Sehemu ya panoptic inapeana nini kila pikseli kwenye picha?
   • Lebo ya aina, pamoja na kitambulisho cha mfano cha vitu vinavyoweza kuhesabika
   • Thamani ya kina tu
   • Sanduku moja la kufunga
   • Kiwango cha ukungu
2. Katika istilahi ya panoptic, madarasa ya 'vitu' ni nini?
   • Vitu vinavyoweza kuhesabika kama magari na watu
   • Maeneo ya amofasi kama vile anga, barabara, au nyasi
   • Maandishi ya lebo kwenye picha
   • Metadata ya kamera
3. Ni kizuizi gani kikuu cha sehemu za kisemantiki ambacho sehemu za panoptic hushinda?
   • Haiwezi kuweka alama kwenye anga
   • Inafanya kazi kwenye video pekee
   • Haiwezi kutofautisha matukio ya mtu binafsi ya aina moja
   • Inapuuza usuli wote
4. Ni kipimo gani kinatumika kutathmini ubora wa sehemu za panoptic?
   • Fremu kwa sekunde
   • Uwiano wa ukandamizaji
   • Usahihi wa rangi
   • Ubora wa Panoptic (PQ)
5. What does segmentation quality (SQ) measure within Panoptic Quality?
   • 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. Ni usanifu upi wa kisasa unaoshughulikia vitu na vitu katika muundo mmoja uliounganika, unaotegemea hoja?
   • JPEG
   • Mask2 ya zamani
   • ResNet-18 pekee
   • Kichujio kulingana na sheria
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