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索引
00:21
1.
Convolutional Neural Network
02:54
2.
Why CNN for Image
01:59
3.
Why CNN for Image
01:05
4.
Why CNN for Image
05:28
5.
The whole CNN
01:15
6.
The whole CNN
00:03
7.
The whole CNN
01:58
8.
CNN – Convolution
02:08
9.
CNN – Convolution
00:57
10.
CNN – Convolution
02:00
11.
CNN – Convolution
00:33
12.
CNN – Convolution
02:14
13.
CNN – Colorful image
01:07
14.
Convolution v.s. Fully Connected
02:41
15.
3
01:23
16.
3
00:03
17.
The whole CNN
01:06
18.
CNN – Max Pooling
01:48
19.
CNN – Max Pooling
00:38
20.
The whole CNN
00:07
21.
The whole CNN
00:11
22.
Flatten
01:57
23.
input
00:00
24.
input
00:02
25.
input
07:20
26.
input
01:25
27.
input
03:33
28.
What does machine learn?
01:57
29.
First Convolution Layer
03:19
30.
How about higher layers?
02:38
31.
00:32
32.
03:01
33.
Find an image maximizing the output of neuron:
00:02
34.
Can we see digits?
00:15
35.
Find an image maximizing the output of neuron:
03:45
36.
00:35
37.
Find an image maximizing the output of neuron:
00:00
38.
Can we see digits?
00:02
39.
Find an image maximizing the output of neuron:
00:00
40.
Can we see digits?
00:11
41.
Find an image maximizing the output of neuron:
00:15
42.
Can we see digits?
00:04
43.
Find an image maximizing the output of neuron:
01:09
44.
Can we see digits?
01:38
45.
What does CNN learn?
02:27
46.
Slide 35
02:52
47.
01:05
48.
Slide 37
00:56
49.
Deep Dream
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許光習
發布於 2018-04-15
觀看次數: 39
00:21
1.
Convolutional Neural Network
02:54
2.
Why CNN for Image
01:59
3.
Why CNN for Image
01:05
4.
Why CNN for Image
05:28
5.
The whole CNN
01:15
6.
The whole CNN
00:03
7.
The whole CNN
01:58
8.
CNN – Convolution
02:08
9.
CNN – Convolution
00:57
10.
CNN – Convolution
02:00
11.
CNN – Convolution
00:33
12.
CNN – Convolution
02:14
13.
CNN – Colorful image
01:07
14.
Convolution v.s. Fully Connected
02:41
15.
3
01:23
16.
3
00:03
17.
The whole CNN
01:06
18.
CNN – Max Pooling
01:48
19.
CNN – Max Pooling
00:38
20.
The whole CNN
00:07
21.
The whole CNN
00:11
22.
Flatten
01:57
23.
input
00:00
24.
input
00:02
25.
input
07:20
26.
input
01:25
27.
input
03:33
28.
What does machine learn?
01:57
29.
First Convolution Layer
03:19
30.
How about higher layers?
02:38
31.
00:32
32.
03:01
33.
Find an image maximizing the output of neuron:
00:02
34.
Can we see digits?
00:15
35.
Find an image maximizing the output of neuron:
03:45
36.
00:35
37.
Find an image maximizing the output of neuron:
00:00
38.
Can we see digits?
00:02
39.
Find an image maximizing the output of neuron:
00:00
40.
Can we see digits?
00:11
41.
Find an image maximizing the output of neuron:
00:15
42.
Can we see digits?
00:04
43.
Find an image maximizing the output of neuron:
01:09
44.
Can we see digits?
01:38
45.
What does CNN learn?
02:27
46.
Slide 35
02:52
47.
01:05
48.
Slide 37
00:56
49.
Deep Dream
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W5a_CNN
1:13:26, 發布於 2018-04-15 by
許光習
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預設資料夾
40:02
W6b_TSNE
觀看次數: 17
1:55:16
W6a_PCA (v3)
觀看次數: 18
1:13:26
W5a_CNN
觀看次數: 40