Dana Christin, . (2026) IMPLEMENTASI VIRTUAL MOUSE BERBASIS HAND LANDMARK DETECTION MENGGUNAKAN YOLO UNTUK NAVIGASI TANPA SENTUH. Skripsi thesis, Universitas Pembangunan Nasional Veteran Jakarta.
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Abstract
Human-computer interaction continues to evolve alongside technological advancement, driving the need for more intuitive interfaces with reduced reliance on physical hardware. Conventional mice and touchpads present limitations including restricted workspace, hardware dependency, and the risk of musculoskeletal disorders from prolonged intensive use. This research implements a Virtual Mouse system based on Hand Landmark Detection using the YOLO11 model as a touchless navigation solution, supporting nine mouse actions through hand gestures, namely Move Cursor, Left Click, Right Click, Double Click, Drag, Scroll Up, Scroll Down, Zoom In, and Zoom Out. Testing results demonstrate a 99% functional success rate across 200 test cases, an average latency of 54,66 ms on GPU and 239.77 ms on CPU, strong robustness across varying lighting conditions and complex backgrounds, and a user evaluation score of 3.99 out of 5.00, with all 10 testers confirming the system as a viable alternative to a physical mouse.
| Item Type: | Thesis (Skripsi) |
|---|---|
| Additional Information: | [No.Panggil: 2210511115] [Pembimbing 1: Neny Rosmawarni] [Pembimbing 2: Muhammad Panji Muslim] [Penguji 1: Muhammad Adrezo] [Penguji 2: Nurul Afifah Arifuddin] |
| Uncontrolled Keywords: | Virtual Mouse, Hand Landmark Detection, YOLO11, Hand Gesture |
| Subjects: | Q Science > QA Mathematics Q Science > QA Mathematics > QA75 Electronic computers. Computer science Q Science > QA Mathematics > QA76 Computer software T Technology > T Technology (General) |
| Divisions: | Fakultas Ilmu Komputer > Program Studi Informatika (S1) |
| Depositing User: | DANA CHRISTIN |
| Date Deposited: | 05 Sep 2026 03:06 |
| Last Modified: | 05 Sep 2026 03:06 |
| URI: | http://repository.upnvj.ac.id/id/eprint/51285 |
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