Ayewo Amunawa Networks adanwo

Awọn idahun ati awọn alaye han bi o ṣe n mu ibeere naa.

1. Agbara wo ni Nẹtiwọọki Transformer Spatial ṣe afikun si nẹtiwọọki nkankikan?
   • Agbara lati kọ ẹkọ awọn iyipada jiometirika ti igbewọle rẹ, bii yiyi ati iwọn
   • Agbara lati compress awọn aworan lainidi
   • Agbara lati ṣe ipilẹṣẹ awọn akọle ọrọ
   • Agbara lati yọ gbogbo ariwo kuro ninu ohun
2. Eyi ti mẹta irinše ṣe soke a aaye transformer module?
   • Encoder, decoder, ati iyasoto
   • Nẹtiwọọki isọdi, olupilẹṣẹ akoj, ati apẹẹrẹ
   • Convolution, pooling, ati softmax
   • Ifibọ, akiyesi, ati kikọ sii siwaju
3. Kini idi ti Nẹtiwọọki Amunawa Aye le ṣe ikẹkọ pẹlu isọdọtun lasan?
   • Nitori ti o nlo ko si sile
   • Nitori ti o nikan gbalaye ni inference akoko
   • Nitoripe gbogbo igbesẹ, pẹlu iṣapẹẹrẹ bilinear, jẹ iyatọ
   • Nitoripe o jẹ ikẹkọ pẹlu ikẹkọ imuduro
4. Kini nẹtiwọọki isọdi deede n jade fun iyipada affine kan?
   • A nikan igbekele Dimegilio
   • A akojọ ti awọn bounding apoti
   • Iboju ipin kan
   • Matrix iyipada 2x3 ti awọn paramita
5. Kini idi ti awọn CNN boṣewa nikan jẹ alailagbara iyipada si awọn ayipada aaye, ti o ni iwuri STNs?
   • Wọn dale lori iṣakojọpọ fun ifarada aye to lopin
   • Wọn kò lo convolutions
   • Wọn ko le ṣe ilana awọn aworan ti o tobi ju 28x28
   • Wọn nilo awọn iyipada aami fun aworan kọọkan
6. Ohun elo wo ni ibamu adayeba fun Nẹtiwọọki Amunawa Aye?
   • Tito awọn nọmba ni ibi ipamọ data
   • Titọ ọrọ titọ tabi te ṣaaju idanimọ
   • Fifun faili fidio kan
   • Ti o npese ID ariwo
7. What does the grid generator do in a spatial transformer?
   • Assigns a class label to every image pixel
   • Measures the confidence of each object detection
   • Maps output pixel locations back to source-image coordinates using predicted transform parameters
   • Changes the neural network’s vocabulary
8. What interpolation method does the spatial transformer sampler use?
   • Iwadi ina
   • Nearest-neighbor word matching
   • Fourier phase rotation only
   • Isọpọ bilinear