Guide-yakabatana mibvunzo · Pakati Nhanho

Chikamu Chero Chero Muenzaniso Quiz

Understand promptable image and video segmentation through the original SAM and its later SAM 2 extension, data and memory methods.

Nzira dzekutungamira dzinoenderanaChikamu Chero Chero Muenzaniso
Mubvunzo 1 ye 8

Ndeipi pfungwa huru inoita kuti SAM ive 'nheyo modhi' yezvikamu?

Tarisa mubvunzo wese8 mibvunzo

Mhinduro uye tsananguro zvinoonekwa paunenge uchitora bvunzo.

  1. Ndeipi pfungwa huru inoita kuti SAM ive 'nheyo modhi' yezvikamu?
    • Inobata segmentation sebasa rinokurumidza kuita rinowedzera kune zvinhu zvisingaonekwe
    • Inoshanda chete pazviso
    • Zvinoda kudzidziswazve kune yega yega mufananidzo mutsva
    • Inoburitsa mabhokisi anosungirira, kwete masiki
  2. Yakakura sei iyo dataset yeSA-1B inoshandiswa kudzidzisa SAM?
    • Zvinenge chiuru zvemasiki
    • Anopfuura bhiriyoni imwe yemasiki pamamiriyoni gumi nerimwe emifananidzo
    • Anenge miriyoni imwe masks
    • Chokwadi 50,000 masks
  3. Nei SAM ichitsemura dhizaini yayo kuita inorema mufananidzo encoder uye yakareruka yekukurumidza encoder/decoder?
    • Kuita kuti kudzidzisa kusagoneke
    • Kudzivirira kushandisa chero neural network
    • Saka kumisikidzwa kwechifananidzo kunogona kushandiswazve kune akawanda anopindirana makurudzira munguva chaiyo
    • Nekuti masiki anoverengerwa paCPU chete
  4. SAM inobata sei kukurumidza kusinganzwisisike, sekudzvanya kumwe chete kunogona kureva zvinhu zvakati wandei?
    • Inoramba kuburitsa chero chinhu
    • Inogara ichitora chinhu chikuru
    • Inokumbira mushandisi kunyora tsananguro
    • Inofanotaura masiki akawanda anoshanda uye inoaisa nekuvimba
  5. Ndeupi rudzi rwemusana unoshandiswa neSAM kuvhara mufananidzo wekuisa?
    • A Vision Transformer (ViT)
    • A recurrent neural network
    • Muti wesarudzo
    • Muchina wekutsigira vector
  6. Ndeupi hukuru hukuru hwakawedzerwa neSAM 2 muna 2024?
    • Kunyoreswa kweaudio
    • Kupatsanura uye kuteedzera zvinhu mukati mevhidhiyo mafuremu
    • Kugadzira zvinyorwa zvemavara
    • 3D kudhinda rutsigiro
  7. What role did the data engine play in the original SAM project?
    • It replaced the image encoder with a text-only model
    • It automatically verified every mask as medically correct
    • It iteratively combined model-assisted annotation and human annotation to build SA-1B
    • It generated labels without human or model assistance
  8. How does SAM 2 use memory for video segmentation?
    • It discards all frames after processing each one
    • It predicts only a video-level class label
    • It replaces the prompt with an audio transcript
    • It stores information from prior frames to help segment the object in later frames