Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
一般物体検出とLSTMを用いた画像に基づく屋内位置推定 - IPSJ UBI82
Search
Aokiti
May 12, 2024
0
290
一般物体検出とLSTMを用いた画像に基づく屋内位置推定 - IPSJ UBI82
http://id.nii.ac.jp/1001/00233750/
Aokiti
May 12, 2024
Tweet
Share
More Decks by Aokiti
See All by Aokiti
[d-hacks Docker講座] Dockerで動かすローカルLLM入門
sakusaku3939
0
10
[論文輪読会] A survey of model compression strategies for object detection
sakusaku3939
0
6
[論文輪読会] ViT-1.58b
sakusaku3939
0
81
d-hacks PyTorchモデル実装会 2024f
sakusaku3939
0
39
[論文輪読会] Binarized Neural Networks
sakusaku3939
0
41
MoodTune 東京AI祭ハッカソン決勝
sakusaku3939
0
380
d-hacks PyTorch実装会 2023f
sakusaku3939
0
25
[DL勉強会] 第5章 ディープラーニングを活用したアプリケーション 後半
sakusaku3939
0
15
Presc - 高校研究発表会
sakusaku3939
0
1.6k
Featured
See All Featured
The Cost Of JavaScript in 2023
addyosmani
51
8.4k
Thoughts on Productivity
jonyablonski
69
4.7k
Balancing Empowerment & Direction
lara
1
370
RailsConf 2023
tenderlove
30
1.1k
BBQ
matthewcrist
89
9.7k
Code Review Best Practice
trishagee
68
18k
Build your cross-platform service in a week with App Engine
jlugia
231
18k
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
danielanewman
229
22k
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
357
30k
How GitHub (no longer) Works
holman
314
140k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
367
26k
Six Lessons from altMBA
skipperchong
28
3.8k
Transcript
1
2
3
4
5
6
[7] F. Walch, C. Hazirbas, L. Leal-Taixé, T. Sattler, S.
Hilsenbeck, D. Cremers 7 https://doi.org/10.1109/ICCV.2017.75
8 [8] S Nilwong, D Hossain, S Kaneko, G Capi
https://doi.org/10.3390/machines7020025
9
10 CNN(GoogLeNetモデル) LSTM(次元を削減) CNN CNN CNN LSTM(1つの特徴量に変換)
11 CNN CNN CNN LSTM(1つの特徴量に変換)
12
13
14
15
16 𝑀𝐴𝐸 = 1 𝑛 𝑖=1 𝑛 |ෝ 𝑥𝑖
− 𝑥𝑖 + | ෝ 𝑦𝑖 − 𝑦𝑖 |)
17 CNN (4層) CNN(4層) CNN(4層) LSTM(1つの特徴量に変換) CNN(4層) CNN(GoogLeNet) CNN(GoogLeNet) LSTM(次元を削減)
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34