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jolgsm-distraction-detector
illimax/jolgsm-distraction-detector
jolgsm-distraction-detector is a object detection model from illimax. Use it when you need objects located in an image. It is set up for ultralytics. The card lists the license as other.
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.pt66.2 MB · 100%
At a glance
- Task
- Object Detection
- Library
- ultralytics
- License
- other
- Access
- Public
- Created
- Jul 10, 2026
- Updated
- Jul 10, 2026
- SHA
- bdf48e11
Model card
From the Hugging Face model README
JolGSM Distraction Detector (RT-DETR-L)
운전자 부주의/졸음 감지를 위한 RT-DETR-L 파인튜닝 모델입니다.
클래스
| ID | 클래스 | 설명 |
|---|---|---|
| 0 | face_normal | 정상 주시 얼굴 |
| 1 | face_distracted | 부주의 상태 얼굴 (통화 재현) |
| 2 | phone | 휴대폰 |
학습 정보
- 베이스 모델: RT-DETR-L (
rtdetr-l.pt) - 데이터셋: AI-Hub 졸음운전 예방을 위한 운전자 상태 정보 영상 (통제환경 bbox)
- 학습 이미지: 33,519장 (train) / 4,335장 (val)
- 입력 해상도: 640×640
- 학습 epochs: 20
사용법
from ultralytics import RTDETR
model = RTDETR("jolgsm-distraction-detector.pt")
results = model.predict("image.jpg", conf=0.65)
results[0].show()
프로젝트
- Task
- Object Detection
- Library
- ultralytics
- License
- other
- Languages
- ko
- Created
- Jul 10, 2026
- Updated
- Jul 10, 2026