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Project Type

Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

Related Objects of Interest:

awake yawn smoking close drowsy eye

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Try Drowsy Detection API

Run on custom image

Drop or click to upload

# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "drowsy"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Drowsy Datasets and Models

The datasets below can be used to train fine-tuned models for drowsy detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.

Related Objects of Interest:

awake yawn smoking close drowsy eye

Drowsiness Detection project thumbnail

Object Detection

Drowsiness Detection

by Augmented Startups

10

526 images1 model1.79k

DrowsinessDetectionYolov8 Test2 project thumbnail

Object Detection

DrowsinessDetectionYolov8 Test2

by CTUFinalThesis

6

2.86k images1 model129

awake drowsy 0 1 Alert Awake Drowsiness Drowsiness (Glasses)Drowsiness (SunGlasses)Drowsy Eyes closed Normal Sleepy Yawn

asleep project thumbnail

Object Detection

asleep

by Neural Network Project

5

1.2k images1 model119

awake drowsy asleep closed microsleep no_yawn sleeping yawn

drowsiness project thumbnail

Object Detection

drowsiness

by Saujanya Shankar

5

3.84k images1 model331

awake drowsy phone smoking distracted head drop yawn

Driver drowsiness detection project thumbnail

Object Detection

Driver drowsiness detection

5

1.45k images1 model264

ENHANCED DRIVER DROWSINESS DETECTION VIA DEEP LEARNING project thumbnail

Object Detection

ENHANCED DRIVER DROWSINESS DETECTION VIA DEEP LEARNING

by Deep Learning

4

1.09k images2 models74

Drivers Drowsiness Detection project thumbnail

Object Detection

Drivers Drowsiness Detection

by FYP

4

9.47k images105

drowsiness-detection project thumbnail

Object Detection

drowsiness-detection

4

90 images11

awake drowsy mask sunglasses HandsNotOnWheel HandsOnWheel Mobiles close_eye close_mouth glassses open_eye open_mouth

Eye_close_project project thumbnail

Object Detection

Eye_close_project

by CTUFinalThesis

3

1.3k images1 model48

Drowsy closed eye drowsiness

ktxs project thumbnail

Object Detection

ktxs

3

436 images

awake backpack bench bicycle boat car chair clock drowsy handbag person sheep suitcase traffic light train truck umbrella

DM sys dataset project thumbnail

Object Detection

DM sys dataset

3

8.82k images1 model

Distracted Drowsy SafeDriving Smartphone

final2 project thumbnail

Object Detection

final2

3

9.89k images1 model43

close face open 0 1 Attentive eye Drowsy Drowsy eye Fist Gesture Palm Gesture V Gesture Yawn Yawning closed eyes closed_eye closed_mouth open_eye open_mouth opened eyes yawn

drowsiness driver project thumbnail

Object Detection

drowsiness driver

by ntutee project

2

9.69k images1 model63

close open Attentive eye Drowsy eye Eyeclosed Open-Mouth Yawn asleep closed noYawn yawn

Drowsy Driver Detection project thumbnail

Object Detection

Drowsy Driver Detection

by Drowsy Driver Detection

2

2.95k images3 models62

Drowsy Non Drowsy

eyes close open yawn no yawn project thumbnail

Object Detection

eyes close open yawn no yawn

2

5.41k images

close open Attentive eye Drowsy eye Eyeclosed Fist Gesture Neutral Palm Gesture V Gesture Yawn noYawn

Driver Monitoring system project thumbnail

Object Detection

Driver Monitoring system

by Driver Monitoring System

2

13.7k images5 models10

Distracted Drinking Drowsy Eating PhoneUse SafeDriving Seatbelt Smoking

Drosiness Detection project thumbnail

Object Detection

Drosiness Detection

2

1.48k images1 model35

Drowsiness Detection project thumbnail

Object Detection

Drowsiness Detection

by Object Detection Workspace

2

569 images2 models38

driver drowsiness project thumbnail

Object Detection

driver drowsiness

by clg

2

1.23k images1 model3

Driver Drowsiness project thumbnail

Object Detection

Driver Drowsiness

by North South University

2

42 images1 model2

awake drowsy Not drowsy ywaning

Driver drowsiness project thumbnail

Object Detection

Driver drowsiness

2

996 images1 model17

Drive Drowsiness Detection project thumbnail

Object Detection

Drive Drowsiness Detection

2

240 images1 model65

awake drink drowsy smoke smoking calling chatting closed_eye eating ffffffffffffffffffffffffffff no_yawn open_eye yawn

Drowsy project thumbnail

Object Detection

Drowsy

2

1.72k images46

lab502 project thumbnail

Object Detection

lab502

2

9.74k images2 models30

close open Attentive eye Drowsy eye Eyeclosed Fist Gesture Open-Mouth Palm Gesture V Gesture Yawn asleep closed noYawn yawn

Drowsiness Detect project thumbnail

Object Detection

Drowsiness Detect

by Dipanjan Dutta1

2

2.72k images3 models21

Drowsiness project thumbnail

Object Detection

Drowsiness

by ImageTranningPractice

2

142 images

Ambient Intelligence Classroom project thumbnail

Object Detection

Ambient Intelligence Classroom

by National Taipei University of Technology

2

1.35k images3 models35

Drowsy/Sleeping Eating/Drinking Focused/Thinking Looking down Looking upfront Raising Hand Student Using-Laptop/Writing Using-Phone

fullModel project thumbnail

Object Detection

fullModel

1

5.77k images75

drowsy mobile person LeftRight child talking

Drowsyness_detection project thumbnail

Object Detection

Drowsyness_detection

by anirudha salwatkar

1

182 images2

awake drowsy close_eye open_eye premises

New_Senior project thumbnail

Object Detection

New_Senior

by United Arab Emirates University

1

734 images2

Pendeteksi Kantuk project thumbnail

Object Detection

Pendeteksi Kantuk

1

264 images1 model5

drowsy_sp project thumbnail

Object Detection

drowsy_sp

1

384 images6

Drowsy KSS project thumbnail

Object Detection

Drowsy KSS

1

1k images60 models

Alert Drowsy Low-Vigilance Microsleep

Senior_Project project thumbnail

Object Detection

Senior_Project

by SeniorProject

1

2.34k images26

awake cell phone cigarette drowsy with_mask without_mask

drowsiness detection project thumbnail

Object Detection

drowsiness detection

by kookmin university

1

4k images1 model14

text_2 project thumbnail

Object Detection

text_2

1

13.1k images1 model

drinking drowsy phone seatbelt smoking yawning

Drowsiness Detection project thumbnail

Object Detection

Drowsiness Detection

1

1.33k images2 models25

Drowsy Driver Dataset project thumbnail

Object Detection

Drowsy Driver Dataset

by [email protected]

1

4.51k images56

abic project thumbnail

Object Detection

abic

by IPB

1

9.87k images1 model18

drowsy phone seatbelt smoking yawning

capg,dda project thumbnail

Object Detection

capg,dda

by CAP

1

9.47k images1 model23

awake drowsy ngu

Drowsiness Detetction system project thumbnail

Object Detection

Drowsiness Detetction system

1

3.17k images1 model10

human_factors_mini_project 2 project thumbnail

Object Detection

human_factors_mini_project 2

1

5.4k images2 models3

Awake Distracted Drowsy Mobile Use Smoking

Drowsiness Detection project thumbnail

Object Detection

Drowsiness Detection

1

1.34k images4 models7

awake drowsy Drowsiness

Drowsiness project thumbnail

Object Detection

Drowsiness

by Drowsiness Detection Pilot

1

2.7k images1 model1

eye detection project thumbnail

Object Detection

eye detection

1

991 images1 model4

close open Drowsy eye Yawn noYawn

FaceCar project thumbnail

Object Detection

FaceCar

1

436 images24

awake drowsy mask sunglasses close_eye close_mouth glassses open_eye open_mouth

vigil drive project thumbnail

Object Detection

vigil drive

by Shiv Nadar University Chennai

1

6.25k images1 model32

awake drowsy mobile seat_belt

yawn and eye close project thumbnail

Object Detection

yawn and eye close

1

7.1k images2 models71

close open Attentive eye Drowsy eye Eyeclosed Fist Gesture Neutral Palm Gesture V Gesture Yawn noYawn yawn

awAIke 2.0 BackUp Retry Best project thumbnail

Object Detection

awAIke 2.0 BackUp Retry Best

1

818 images3

awake drowsy asleep

yolov8_dataset project thumbnail

Object Detection

yolov8_dataset

1

1.81k images3 models5

awake drowsy yawn

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