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Project Type

Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

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phone helmet drinking wheel eyes closed

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Try Driver 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": "driver"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Driver Datasets and Models

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

Related Objects of Interest:

phone helmet drinking wheel eyes closed

phone detection project thumbnail

Object Detection

phone detection

by Shiv Nadar University Chennai

1

414 images

Drinking Driver Driver Driver Looking away Driver Reaching behind Driver talking on phone Eyes Closed Eyes Open Mobile Seat Belt Texting Yawning

Phone ObjDet project thumbnail

Object Detection

Phone ObjDet

2.32k images3 models

0 ==============================abnormal driver behaviour - v1 2024-12-26 9:09pm handphone detection - v2 2024-11-14 5-54am

Phone Usage Driving project thumbnail

Object Detection

Phone Usage Driving

by Deep Learning

142 images

phone belt and drowsy project thumbnail

Object Detection

phone belt and drowsy

by Shiv Nadar University

1.53k images1 model25

awake drowsy Drinking Driver Driver Driver Looking away Driver Reaching behind Driver talking on phone Eyes Closed Eyes Open Mobile Seat Belt Texting Yawning

Figures detection project thumbnail

Object Detection

Figures detection

by Marcelo Salazar

464 images2

Bird Boy Driver Peppa

udm project thumbnail

Object Detection

udm

500 images

0 Person 1 Upperbody 2 FullFace 3 Face 4 Helmet 5 Helmet Accessory 6 Car 7 Truck 8 Lift Truck 9 Lift Truck Driver zone

SA-V project thumbnail

Instance Segmentation

SA-V

by SA-Co Silver Dataset

1k images

animal aquarium arrow background backpack bag ball balloon basket basketball bed bee belt bench bird blue cone board bottle bowl box

eytyt432rtttt43224yt41 project thumbnail

Object Detection

eytyt432rtttt43224yt41

by dms

4.8k images3

'hair-and-makeup''operating-the-radio''reaching-behind''safe-driving''talking-to-passenger'Drinking Driver Phone Seatbelt Wheel

Helmet_Vest project thumbnail

Object Detection

Helmet_Vest

by LZZ

200 images

helmet smoking driver no-helmet

Driver Drowsiness Detection project thumbnail

Object Detection

Driver Drowsiness Detection

by IOT

5.63k images

==============================driver drowsiness1 - v3 2025-02-22 4:43pm

Bitirme_son project thumbnail

Object Detection

Bitirme_son

by uyusuklukTespiti

100 images

a_a a_k b_d b_n driver el g_a g_k

Traffic_Violation_Two_Wheeler_13 project thumbnail

Object Detection

Traffic_Violation_Two_Wheeler_13

by Tarpit Patel

7.33k images

helmet rider driver no_helmet number_plate pillion

DriverDetection project thumbnail

Object Detection

DriverDetection

35 images1 model4

vigil drive project thumbnail

Object Detection

vigil drive

by Shiv Nadar University Chennai

5.41k images

Awake Driver talking on phone Drowsy Eyes Closed Eyes Open Phone Seat Belt Texting Yawning

DDD project thumbnail

Object Detection

DDD

by FN

496 images

Driver SmartPhone

pose-estimation project thumbnail

Object Detection

pose-estimation

1.67k images1 model6

driver person_with_club

Phone_Detect project thumbnail

Object Detection

Phone_Detect

3.7k images

phone wheel driver

Object_detection project thumbnail

Object Detection

Object_detection

1.54k images5

airplane backpack bag ball basket bed bicycle bike book bottle bowl camera can car cat cellphone chair clock cloth container

usingPhone project thumbnail

Object Detection

usingPhone

by 222

1.04k images

driver focused nowatching phone in phone off watching

cig project thumbnail

Object Detection

cig

448 images

belt cigarette face phone driver

final project thumbnail

Object Detection

final

250 images4 models

helmet driver earphone license_plate mobile_phone no_helmet pillion two_wheeler

dms project thumbnail

Object Detection

dms

4.84k images1 model25

ADJUSTING THE HAIR WHILE DRIVING DISTRACTED BY OUTSIDE SCENES DRINKING or EATING WHILE DRIVING Driver Looking away Driver talking on phone Eyes Closed Eyes Open LOOKING BACK NORMAL DRIVING Seat Belt TALKING TO OTHER PERSON TUNING THE RADIO WHILE DRIVING Yawning using mobile phone

seatbelt_detection project thumbnail

Object Detection

seatbelt_detection

by funallaround

454 images

behind_back buckle correct_routing driver lap_belt no_usage seatbelt_on

test project thumbnail

Object Detection

test

3.72k images

Drinking Driver Eyes closed Eyes open Seat belt Using Phone Yawning

Weapon Detection project thumbnail

Object Detection

Weapon Detection

by New Workspace

9.35k images

'Gasoline Can Gun Hammer Knife Money Pebbel Phone Plier Purse Rope Scissor Screw Driver Screw Driver4 Smartcard Toolbox Wrench \`h

Distracted Driver (Kaggle data) project thumbnail

Object Detection

Distracted Driver (Kaggle data)

361 images3

drinking hair-and-makeup no-driver operating-the-radio reaching-behind safe-driving talking-on-the-phone talking-to-passenger texting

Driver Drowsiness-Object Detect project thumbnail

Object Detection

Driver Drowsiness-Object Detect

by Thananops Workspace

70 images1 model

0 Driver-Drowsiness-Object-Detect eyes_closed eyes_open head_down

InCarPhone&Smoke project thumbnail

Object Detection

InCarPhone&Smoke

593 images

phone wheel driver

grjsgjhfdskhfyg project thumbnail

Object Detection

grjsgjhfdskhfyg

by edr

1.55k images1 model

helmet rider driver no_helmet number_plate pillion

BpCcV1 project thumbnail

Object Detection

BpCcV1

1.05k images3 models

airport bakery bread camel candy cheese cookie giraffe green honey horse house monkey mouse orange rhino sandwich tiger yellow zebra

My First Project project thumbnail

Object Detection

My First Project

by Organize That Life

86 images1 model

bag ball book boot bottle calculator camera computer cup fan glasses goggles hammer milk mouse pallet pen phone plate scissors

traffic_violations_YOLOv9 project thumbnail

Object Detection

traffic_violations_YOLOv9

by traffic detection

629 images

bike ==============================Helmet HelmetViolations - v1 2024-12-06 2:11pm No Helmet With Helmet Without Helmet driver driver_with_helmet driver_without_helmet passenger passenger_with_helemt passenger_without_helemt

test project thumbnail

Object Detection

test

1.04k images

distracted driver focused phone in phone off

cellphone detector drivers project thumbnail

Object Detection

cellphone detector drivers

by PruebaDeteccioncelulareschoferes

1.46k images2 models72

phone wheel driver

kedar2Dupli project thumbnail

Object Detection

kedar2Dupli

by WF3

7.75k images

Bucket Coin Curtains Dabba Door Fan IndianCurrency Masala-dani Pillows Shirt Soap Soap-dish Towel cream door-handles eye-glasses screw-driver shoes slippers stairs

face dataset project thumbnail

Object Detection

face dataset

100 images2 models

Driver Freeman Jungkook Rihanna Taylor-Joy

Object Detection from Street project thumbnail

Object Detection

Object Detection from Street

150 images

human pedestrian traffic sign vehicle driver pedestrian-vehicles-traffic-sign

My First Project project thumbnail

Object Detection

My First Project

1.08k images

distracted driver focused phone in phone off

fod project thumbnail

Object Detection

fod

165 images1 model3

bolt screw washer cutting-blade screw-driver spanner

Driver monitoring system project thumbnail

Object Detection

Driver monitoring system

by Water waste cleaning system

2.07k images1 model

- Auto-orientation of pixel data (with EXIF-orientation stripping)- collaborate with your team on computer vision projects - understand and search unstructured image data - use active learning to improve your dataset over time ==============================Driver Monitoring System - v3 2025-03-02 10:43am Roboflow is an end-to-end computer vision platform that helps you The dataset includes 2099 images-The following pre-processing was applied to each image:Using-mobile-being-drowsy are annotated in YOLOv8 format-visit https:--github-com-roboflow-notebooks

model0 project thumbnail

Object Detection

model0

by WF2

4k images

Balloons Belan Curtains Dabba Ghia Hammer Jammoor Masala-dani Match-Box Pressure-cooker Saw Spanner Strainer Suit Underwaer Vest Wrench blouse heaters peticot

test project thumbnail

Object Detection

test

by li

1k images1 model

distracted driver focused phone in phone off

My First Project project thumbnail

Object Detection

My First Project

by

915 images1 model

NULL Phone in Phone off distracted driver focused

e3 project thumbnail

e3

by ewaste management

2

415 images1 model5

battery cable phone remote AC-to-DC-power-adapter Apple computer motherboard Arduino microcontroller Blow dry machine CPU CPU-Shredding and Seperation Desktop Monitor Desktop-Donation and Refurbishment CPU DVD-TV Remote Electronic Printer Radio Speaker Speaker-Speaker Driver Recycling dvd player CPU-Shredding and Seperation Camera-WEEE Recycling Laptop-Donation and Refurbishment Phone-Refurbishment and Recycling Printer-Toner Catridge Recycling CPU-Shredding and Seperation Printer-Toner Catridge Recycling Cellphone Electronic Mobile phone Cellphone Feature phone Nokia 1200 Nokia 5130 Phone-Refurbishment and Recycling Samsung Duos Charger D-Link Router Charger-WEEE Recycling Gaming device-Shredding and Seperation Pendrive-Secure data erasure and WEEE Recycling Phone-Refurbishment and Recycling Remote-Disassembly and Material Recovery Charger-WEEE Recycling Keyboard-Shredding and Seperation Motherboard-Recycling and Material Reclamation Phone-Refurbishment and Recycling Charger-WEEE Recycling Router-Disassembly and Material Recovery Computer power supply unit DVD-TV Remote Electronic Hair dryer Power Adapter

Helmet-detection1 project thumbnail

Object Detection

Helmet-detection1

by Suprits Workspace

468 images

bike driver driver_with_helmet driver_without_helmet passenger passenger_with_helemt passenger_without_helemt

ar project thumbnail

Object Detection

ar

1

4.15k images13

bike bus car drinking face green human motor person phone red rider seatbelt traffic light traffic sign truck vehicle wheel yellow Car

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