Roboflow Universe Drowsiness Detection Drownsy Dectetion v2

Drownsy Dectetion v2 Computer Vision Project

Download this Dataset Try Pre-Trained Model

TRY THIS MODEL

Drop an image or

browse your device

Images

3003 images

Explore Dataset

This is a model which detects the status of people' alertness. To train this model, we cloned images of two exampled models which are: Dowsiness Image and Dowsiness Detection. Then, we changed and catergorised these images' labels into two kinds: 'buonngu' and 'tinhtao' . The results of this models can apply into detecting status of drivers' alertness and warning whenever the status describes 'buonngu'. However, this model just provides for our project purpose and there are some limitiations.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

YOLOv8

This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            drownsy-dectetion-v2_dataset,
                            title = { Drownsy Dectetion v2 Dataset },
                            type = { Open Source Dataset },
                            author = { Drowsiness Detection },
                            howpublished = { \url{ https://universe.roboflow.com/drowsiness-detection-uhhz5/drownsy-dectetion-v2 } },
                            url = { https://universe.roboflow.com/drowsiness-detection-uhhz5/drownsy-dectetion-v2 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { jan },
                            note = { visited on 2024-06-23 },
                            }