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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

Related Objects of Interest:

screw driver hammer wrench phone helmet

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Try Driver Detection API

Run on custom image

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# 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:

screw driver hammer wrench phone helmet

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

Driver Drowsiness Detection project thumbnail

Object Detection

Driver Drowsiness Detection

by IOT

5.63k images

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

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

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

Helmet_Vest project thumbnail

Object Detection

Helmet_Vest

by LZZ

200 images

helmet smoking driver no-helmet

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

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

fod project thumbnail

Object Detection

fod

165 images1 model3

bolt screw washer cutting-blade screw-driver spanner

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

pose-estimation project thumbnail

Object Detection

pose-estimation

1.67k images1 model6

driver person_with_club

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

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

face dataset project thumbnail

Object Detection

face dataset

100 images2 models

Driver Freeman Jungkook Rihanna Taylor-Joy

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

industrial object 3.0 project thumbnail

Object Detection

industrial object 3.0

410 images

wrench Allen key Hammer Screw driver Unlabeled

Figures detection project thumbnail

Object Detection

Figures detection

by Marcelo Salazar

464 images2

Bird Boy Driver Peppa

safety tools project thumbnail

Object Detection

safety tools

by Hardware Tools

815 images

tape 0 Antifog mask Cutter Grinder machin Hacksaw Pencil Plier Scale Screw Driver Stripper b hardware-tools paint brush safety Goggle waterpump plier

tool1 project thumbnail

Object Detection

tool1

by New Workspace

1

413 images16

Driver Hammer Hammrt Wrench plier tools

aihub project thumbnail

Object Detection

aihub

2.98k images

block pen person wrench 0 driver

Tech-Enforcement-System project thumbnail

Object Detection

Tech-Enforcement-System

by DueLeLoMos Workspace

12.6k images

helmet ==============================LicensePlate - v2 2023-12-02 3:27pm bicyclist driver experiment-plates - v1 2024-06-08 11:54am license plate detection - v1 2024-04-05 7:01pm no-helmet

kp project thumbnail

Keypoint Detection

kp

by p1

541 images

hammer Fastener chair_back chair_leg chair_pillar chair_seat driver

tools detection project thumbnail

Object Detection

tools detection

by Image procceing

1

7.48k images2 models29

hammer wrench SL adjustable spanner allen drill plier power drill ratchet screw driver tapemeasure utility knife vise grip

Phone_Detect project thumbnail

Object Detection

Phone_Detect

3.7k images

phone wheel driver

Object Detection from Street project thumbnail

Object Detection

Object Detection from Street

150 images

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

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

y project thumbnail

Object Detection

y

by AOUIDI NOURHENE

412 images2

hammer nut scissors screw washer cadena cement-mixer clamp screw-driver shovel spring tee-connector trowel wheelbarrow

mechanical ver1 project thumbnail

Object Detection

mechanical ver1

by Nguyen Phuc Thinh

3.6k images10

hammer screwdriver wrench paper cutter pocket knife caliper crowbar folding ruler handy work light pliers screw driver

Thesis Dataset project thumbnail

Object Detection

Thesis Dataset

by New Workspace

2.48k images

hammer helmet knife pistol rope scissor wrench '4 \]gasoline can plier screw driver toolbox

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

Tools project thumbnail

Object Detection

Tools

66 images

Hammer Wrench screw driver

driver-segmentation project thumbnail

Instance Segmentation

driver-segmentation

by SAMUELs Workspace

284 images

face phone driver-segmentation left_eye right_eye

Intelligence machines project thumbnail

Intelligence machines

93 images1 model3

apple cup screw driver scisors

Mechanical Tools Classification project thumbnail

Object Detection

Mechanical Tools Classification

150 images1 model

hammer wrench screw driver

Driver Drowsiness AOIs project thumbnail

Object Detection

Driver Drowsiness AOIs

by Drowsiness Detection

300 images1 model

mouth 0 1 Driver-Drowsiness left_eye right_eye

IEEE project thumbnail

Instance Segmentation

IEEE

68 images

elephant juice remote tea baby shampo bandage bin bubble gum dishwash liquid plaster paste plug screw driver solder paste tap toy cat toy duck toy rhino

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

custom data project thumbnail

Object Detection

custom data

418 images1 model

hammer tennis ball Black balloon Blue balloon Red balloon all green balloon pink balloon screw driver yellow ballon yellow balloon

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

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

Abnormal Object Detection project thumbnail

Object Detection

Abnormal Object Detection

115 images

bolt cap line trash attacher broken part red handler screw driver

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