| Paper Abstract and Keywords |
| Presentation |
2026-06-22 15:10
Lightweight Implementations for Electronic Component Recognition Using YOLO v8
Takuto Shiraishi, Qi Li, Tomonori Izumi (Ritsumeikan Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
To improve the efficiency of electronic waste recycling, we aim to develop an automated analysis system for electronic circuit boards. In this study, we use YOLO (You Only Look Once), a deep-learning based object detection model, to attempt the automatic recognition of components on electronic circuit boards. We evaluate inference time and accuracy across some models and image sizes and pursue a lightweight implementation suitable for embedded systems. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
deep learning / object detection / YOLO v8 / electronic waste / resource recycling / / / |
| Reference Info. |
ITE Tech. Rep., vol. 50, pp. 10-13, June 2026. |
| Paper # |
|
| Date of Issue |
2026-06-15 (AIT) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
IIEEJ AIT |
| Conference Date |
2026-06-22 - 2026-06-23 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Waseda Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
IIEEJ |
| Conference Code |
2026-06-IIEEJ-AIT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Lightweight Implementations for Electronic Component Recognition Using YOLO v8 |
| Sub Title (in English) |
|
| Keyword(1) |
deep learning |
| Keyword(2) |
object detection |
| Keyword(3) |
YOLO v8 |
| Keyword(4) |
electronic waste |
| Keyword(5) |
resource recycling |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Takuto Shiraishi |
| 1st Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
| 2nd Author's Name |
Qi Li |
| 2nd Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
| 3rd Author's Name |
Tomonori Izumi |
| 3rd Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2026-06-22 15:10:00 |
| Presentation Time |
20 minutes |
| Registration for |
IIEEJ |
| Paper # |
AIT2026-178 |
| Volume (vol) |
vol.50 |
| Number (no) |
no.18 |
| Page |
pp.10-13 |
| #Pages |
4 |
| Date of Issue |
2026-06-15 (AIT) |