Deep Learning CNN Convolutional Neural Networks with Python - LeNet

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Information Technology (IT), Architecture, Religious Studies, Other, Social Studies
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7 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Who developed the first convolutional neural network for handwritten digit recognition?
Yann LeCun
Geoffrey Hinton
Andrew Ng
John Lee Cohn
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What was the input image size used in the LeNet architecture?
32 by 32
28 by 28
64 by 64
16 by 16
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How many filters were used in the first convolutional layer of LeNet?
8
10
12
6
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What type of nonlinearity was initially used in LeNet?
ReLU
Sigmoid
Tanh
Leaky ReLU
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the size of the resultant volume after the second average pooling in LeNet?
7 by 7 by 16
3 by 3 by 16
5 by 5 by 16
10 by 10 by 16
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How many units are in the first fully connected layer of LeNet?
100
64
84
120
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What was one of the practical applications of LeNet in the 1990s?
Image classification
Digit recognition for ATM deposits
Speech recognition
Facial recognition
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