Camera Based Gesture Commands for Smart Home Applications
FYP 2 SEM 2 2019/2020
Saved in:
| Main Author: | |
|---|---|
| Format: | |
| Language: | en |
| Published: |
2023
|
| Subjects: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841486226221170688 |
|---|---|
| author | Muhammad Firdaus bin Mohd Fauzi |
| author_facet | Muhammad Firdaus bin Mohd Fauzi |
| author_sort | Muhammad Firdaus bin Mohd Fauzi |
| building | UNITEN Library |
| collection | Institutional Repository |
| content_provider | Universiti Tenaga Nasional |
| content_source | UNITEN Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | FYP 2 SEM 2 2019/2020 |
| format | |
| id | my.uniten.dspace-21606 |
| institution | Universiti Tenaga Nasional |
| language | en |
| publishDate | 2023 |
| record_format | dspace |
| spelling | my.uniten.dspace-216062025-08-19T08:59:38Z Camera Based Gesture Commands for Smart Home Applications Muhammad Firdaus bin Mohd Fauzi Tensorflow deep learning MobileNet Transfer Learning FYP 2 SEM 2 2019/2020 This thesis focuses on the training process of developing a deep learning model that recognizes five different hand gestures for controlling smart home appliances. The deep learning model is implemented using tensorflow framework and utilizing transfer learning technique. The pre-trained model used for transfer learning is MobileNet. The accuracy of the deep learning model is 94% with validation accuracy of 87%. 2023-05-03T17:24:24Z 2023-05-03T17:24:24Z 2020-02 https://irepository.uniten.edu.my/handle/123456789/21606 en application/pdf |
| spellingShingle | Tensorflow deep learning MobileNet Transfer Learning Muhammad Firdaus bin Mohd Fauzi Camera Based Gesture Commands for Smart Home Applications |
| title | Camera Based Gesture Commands for Smart Home Applications |
| title_full | Camera Based Gesture Commands for Smart Home Applications |
| title_fullStr | Camera Based Gesture Commands for Smart Home Applications |
| title_full_unstemmed | Camera Based Gesture Commands for Smart Home Applications |
| title_short | Camera Based Gesture Commands for Smart Home Applications |
| title_sort | camera based gesture commands for smart home applications |
| topic | Tensorflow deep learning MobileNet Transfer Learning |
| url_provider | http://dspace.uniten.edu.my/ |