10/3 YTP 進度報告
王政祺、蕭梓宏、劉至軒
Face Recognition
IPhone X - Face ID
創造一個屬於班上的人臉辨識機器人!
226 Bot
a small project . . .
- 協助老師點名，快速確認誰不在教室
- 替班級照片分類
- ...
預期想做到的功能
試圖以偵測物件的訓練方式來辨識人臉
Object Detection
YOLOv3
You Only Look Once
an Example
LabelImg
標記資料給電腦的方法
LabelImg Github
設定classes \(\Rightarrow\) 圖片/標籤 (Darknet Format)
Data - CK class 226
Start Training !
Training Stage
安裝 dependencies
numpy
opencv-python
torch
matplotlib
tqdm
tb-nightly
future
Pillow
Hardware
Macbook Pro (2.2 GHz i7)
\(\downarrow\)
Alienware Centaur R6
(AMD Ryzen Threadripper)
~30s/iteration
~8s/iteration
\( 1^{st} \) Training
\( 2^{nd} \) Training
Thanks for Listening ~
10/3 YTP Presentation
By sean5463
