36
GitHub - jing-interactive/DancingGaga: AI 尬舞机
source link: https://github.com/jing-interactive/DancingGaga
Go to the source link to view the article. You can view the picture content, updated content and better typesetting reading experience. If the link is broken, please click the button below to view the snapshot at that time.
README.md
DancingGaga
Openpose implementation using darknet framework, originated from openpose-darknet
Result
Steps to build from Visual Studio 2015
- First you need to build lightnet
git clone --recurse-submodules https://github.com/jing-vision/lightnet.git
- Follow lightnet's building steps
- Then you need to have premake installed and execute
DancingGaga/gen-vs2015.bat
to generateDancingGaga/vs2015
folder - You can find
DancingGaga/vs2015/DancingGaga.sln
, you should be able to build it w/o errors. (If you are lucky like me.)
Steps to run
-
Download weight file and copy it as
bin/openpose.weight
-
Usage
DancingGaga.exe -cfg=[openpose.cfg] -weights=[openpose.weight] media-source
e.g you can detect pose from a video
DancingGaga.exe pickme-101.mp4
Or from an image
DancingGaga.exe person.jpg
Or even from your default camera (index #0)
DancingGaga.exe 0
network layout
layer filters size input output
0 conv 64 3 x 3 / 1 200 x 200 x 3 -> 200 x 200 x 64 0.138 BF
1 conv 64 3 x 3 / 1 200 x 200 x 64 -> 200 x 200 x 64 2.949 BF
2 max 2 x 2 / 2 200 x 200 x 64 -> 100 x 100 x 64 0.003 BF
3 conv 128 3 x 3 / 1 100 x 100 x 64 -> 100 x 100 x 128 1.475 BF
4 conv 128 3 x 3 / 1 100 x 100 x 128 -> 100 x 100 x 128 2.949 BF
5 max 2 x 2 / 2 100 x 100 x 128 -> 50 x 50 x 128 0.001 BF
6 conv 256 3 x 3 / 1 50 x 50 x 128 -> 50 x 50 x 256 1.475 BF
7 conv 256 3 x 3 / 1 50 x 50 x 256 -> 50 x 50 x 256 2.949 BF
8 conv 256 3 x 3 / 1 50 x 50 x 256 -> 50 x 50 x 256 2.949 BF
9 conv 256 3 x 3 / 1 50 x 50 x 256 -> 50 x 50 x 256 2.949 BF
10 max 2 x 2 / 2 50 x 50 x 256 -> 25 x 25 x 256 0.001 BF
11 conv 512 3 x 3 / 1 25 x 25 x 256 -> 25 x 25 x 512 1.475 BF
12 conv 512 3 x 3 / 1 25 x 25 x 512 -> 25 x 25 x 512 2.949 BF
13 conv 256 3 x 3 / 1 25 x 25 x 512 -> 25 x 25 x 256 1.475 BF
14 conv 128 3 x 3 / 1 25 x 25 x 256 -> 25 x 25 x 128 0.369 BF
15 conv 128 3 x 3 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.184 BF
16 conv 128 3 x 3 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.184 BF
17 conv 128 3 x 3 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.184 BF
18 conv 512 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 512 0.082 BF
19 conv 38 1 x 1 / 1 25 x 25 x 512 -> 25 x 25 x 38 0.024 BF
20 route 14
21 conv 128 3 x 3 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.184 BF
22 conv 128 3 x 3 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.184 BF
23 conv 128 3 x 3 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.184 BF
24 conv 512 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 512 0.082 BF
25 conv 19 1 x 1 / 1 25 x 25 x 512 -> 25 x 25 x 19 0.012 BF
26 route 19 25 14
27 conv 128 7 x 7 / 1 25 x 25 x 185 -> 25 x 25 x 128 1.450 BF
28 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
29 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
30 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
31 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
32 conv 128 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.020 BF
33 conv 38 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 38 0.006 BF
34 route 26
35 conv 128 7 x 7 / 1 25 x 25 x 185 -> 25 x 25 x 128 1.450 BF
36 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
37 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
38 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
39 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
40 conv 128 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.020 BF
41 conv 19 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 19 0.003 BF
42 route 33 41 14
43 conv 128 7 x 7 / 1 25 x 25 x 185 -> 25 x 25 x 128 1.450 BF
44 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
45 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
46 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
47 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
48 conv 128 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.020 BF
49 conv 38 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 38 0.006 BF
50 route 42
51 conv 128 7 x 7 / 1 25 x 25 x 185 -> 25 x 25 x 128 1.450 BF
52 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
53 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
54 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
55 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
56 conv 128 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.020 BF
57 conv 19 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 19 0.003 BF
58 route 49 57 14
59 conv 128 7 x 7 / 1 25 x 25 x 185 -> 25 x 25 x 128 1.450 BF
60 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
61 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
62 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
63 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
64 conv 128 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.020 BF
65 conv 38 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 38 0.006 BF
66 route 58
67 conv 128 7 x 7 / 1 25 x 25 x 185 -> 25 x 25 x 128 1.450 BF
68 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
69 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
70 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
71 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
72 conv 128 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.020 BF
73 conv 19 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 19 0.003 BF
74 route 65 73 14
75 conv 128 7 x 7 / 1 25 x 25 x 185 -> 25 x 25 x 128 1.450 BF
76 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
77 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
78 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
79 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
80 conv 128 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.020 BF
81 conv 38 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 38 0.006 BF
82 route 74
83 conv 128 7 x 7 / 1 25 x 25 x 185 -> 25 x 25 x 128 1.450 BF
84 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
85 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
86 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
87 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
88 conv 128 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.020 BF
89 conv 19 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 19 0.003 BF
90 route 81 89 14
91 conv 128 7 x 7 / 1 25 x 25 x 185 -> 25 x 25 x 128 1.450 BF
92 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
93 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
94 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
95 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
96 conv 128 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.020 BF
97 conv 38 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 38 0.006 BF
98 route 90
99 conv 128 7 x 7 / 1 25 x 25 x 185 -> 25 x 25 x 128 1.450 BF
100 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
101 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
102 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
103 conv 128 7 x 7 / 1 25 x 25 x 128 -> 25 x 25 x 128 1.004 BF
104 conv 128 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 128 0.020 BF
105 conv 19 1 x 1 / 1 25 x 25 x 128 -> 25 x 25 x 19 0.003 BF
106 route 105 97
Note
- Darknet version openpose.cfg and openpose.weight are ported from COCO version
pose_deploy_linevec.prototxt and pose_iter_440000.caffemodel.
- You could change net input width, height in openpose.cfg.
Recommend
About Joyk
Aggregate valuable and interesting links.
Joyk means Joy of geeK