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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:

car river stop person forest

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

# 4. Get your results
print(result)

Top Highway Datasets and Models

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

Related Objects of Interest:

car river stop person forest

Gold Crowded Merged C Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged C Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

Urban Semantic project thumbnail

Object Detection

Urban Semantic

7.11k images1 model

bag bicycle block bus car handbag lamp motorbike pedestrian crossing person plate slippery road speed limit stop sign text traffic light train tree van zebra

Gold Crowded Merged A Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged A Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

Gold Crowded Merged B Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged B Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

Gold Metaclip Merged A Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged A Release Test

by SA-Co Gold Dataset

606 images

airplane avocado bag ball bed belt body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap

Gold Metaclip Merged B Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged B Release Test

by SA-Co Gold Dataset

606 images

avocado bag ball bed board body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap car

Building project thumbnail

Building

1.2k images

forest mountain Opencountry coast highway inside_city street tallbuilding

sign_classification project thumbnail

sign_classification

by BNG NGUYN TH

300 images1 model

CrossWalk End Highway Highway No Entry Road One Way Road Parking Priority Roundabout Stop

Traffic Signs project thumbnail

Object Detection

Traffic Signs

by New Workspace

1

812 images11

Crosswalk sign Highway entrance sign Highway exit sign No-entry road sign One way road sign Parking sign Priority sign Round-about sign Stop sign

EuroSAT project thumbnail

EuroSAT

by eurosatproject

9.9k images1 model8

AnnualCrop Forest HerbaceousVegetation Highway Industrial Pasture PermanentCrop Residential River SeaLake

TMRBueno project thumbnail

Object Detection

TMRBueno

by LaneAndSignals

1.37k images

Crosswalk Pedestrian on road Semaphore Traffic Sign - Highway entrance Traffic Sign - Highway exit Traffic Sign - No Entry Traffic Sign - One way road Traffic Sign - Parking Traffic Sign - Priority Traffic Sign - Roundabout Traffic Sign - Stop cruce

Sign project thumbnail

Object Detection

Sign

1

3.03k images1 model

100 30 50 70 80 BlackDot Blank Blocked BothDirectionRoad BothSameDirectionRoad BothShorten ByLeft ByRight Cow Electric GiveWay GoAndBack GoLeftBlue GoRightBlue GoStraight

Deforestation project thumbnail

Deforestation

9.9k images1 model

AnnualCrop Forest HerbaceousVegetation Highway Industrial Pasture PermanentCrop Residential River SeaLake

National Gallery of Art project thumbnail

Instance Segmentation

National Gallery of Art

by SA-Co Silver Dataset

845 images

animal background bag baseball bat belt bench bicycle bird block boat bolt book boot bowl box building button cabinet can candle

traffic islands project thumbnail

Object Detection

traffic islands

140 images

CLOVER LEAF INTERCHANGE channelized island footpath highway road dividing railing road median rotary island serviceroad

traffic-signs project thumbnail

Object Detection

traffic-signs

by LHU

624 images2

Ahead End highway Highway One way Pedes Prio Roundabout Stop Turn right

BFMC_Real project thumbnail

Instance Segmentation

BFMC_Real

1.24k images

Crosswalk sign Highway entrance sign Highway exit sign No-entry road sign One way road sign Parking sign Priority sign Round-about sign Stop sign drum drum_intrerupt semafor_galben semafor_rosu semafor_verde

My First Project project thumbnail

My First Project

by Deep learning assignment2

5k images1 model

Annual Crop Land Forest Herbaceous Vegetation Highway Industrial Buildings Pasture Permanent Crop Land Residential Areas Rivers & Lakes Sea & Ocean

Euro project thumbnail

Euro

10.1k images1 model3

AnnualCrop Forest HerbaceousVegetation Highway Industrial Pasture PermanentCrop Residential River SeaLake

Nhan-dien-bien-bao-2.0 project thumbnail

Object Detection

Nhan-dien-bien-bao-2.0

210 images

Crosswalk Park Roundabout Stop green-light highway-end highway-entry no-entry oneway piority red-light traffic-signs yellow-light

Nhan-dien-bien-bao-giao-thong project thumbnail

Object Detection

Nhan-dien-bien-bao-giao-thong

281 images

Crosswalk Park Roundabout Stop green-light highway-end highway-entry oneway piority red-light traffic-signs yellow-light

TrafficSign project thumbnail

Object Detection

TrafficSign

880 images3 models

0 ahead traffic sign crossing traffic sign green traffic light highway exit traffic sign highway traffic sign parking traffic sign priority traffic sign prohibited traffic sign red traffic light rond semn trafic stop traffic sign yellow traffic light

Highway Inspection project thumbnail

Object Detection

Highway Inspection

400 images

Highway Guardrail Highway-Inspection Marking Paint Road Kerb RoadMarking Paint Speed Breaker

3 project thumbnail

Object Detection

3

114 images

people Crosswalk Park Roundabout Stop green-light highway-end highway-entry oneway piority red-light traffic-signs yellow-light

My First Project project thumbnail

Object Detection

My First Project

29 images

car park people road truck water bill-ba bill-board billboard buildings cars highway objects street-light temple traffic-light trees

SignalsDetection project thumbnail

Object Detection

SignalsDetection

1.42k images2 models1

crosswalk parking pedestrian roundabout stop crosswalk-road green-light highway-end highway-entry no-entry one-way priority red-light yellow-light

Tarkov Inventory Icons project thumbnail

Object Detection

Tarkov Inventory Icons

by Tarkov Vision

4.77k images1 model

screwdriver wrench 1001 1013 1091 1094 1095 1097 1110 1133 1134 1137 1140 1141 1156 1163 1167 1172 1184 1185

nhandienbienbaogiaothong project thumbnail

Object Detection

nhandienbienbaogiaothong

114 images

people Crosswalk Green-light Highway-end Highway-entry Park Priority Red-light Roundabout Stop Yellow-light no-entry oneway traffic-signs-nvKu

VideoCheck project thumbnail

Instance Segmentation

VideoCheck

by Iov

36 images1 model

car Keep Left Landslide Prone Area Left Turn Multiple Turn Ahead NH 5 No Parking Restaurant 500 n Right Turn Spped Limit 30 Spped Limit 40 Stop Two Lane Highway sign-recognise

signs_and_lights_without_yellow_balanced project thumbnail

Object Detection

signs_and_lights_without_yellow_balanced

by trafficsigns

410 images1 model2

green light red light stop sign crosswalk sign highway entrance sign highway exit sign no entry sign one way sign parking sign priority sign roundabout sign

Accident Detection project thumbnail

Object Detection

Accident Detection

by object detection

66 images

Accident Bike Car Parts Fire Fire Man Highway Hit Licence Person PetrolPumpp Refelector Toll Bridge Traffic Light Water Tanker Zebrra Crossing

Satelite Classification project thumbnail

Satelite Classification

by group4FinalProject

27k images

AnnualCrop Forest HerbaceousVegetation Highway Industrial Pasture PermanentCrop Residential River SeaLake

euro project thumbnail

euro

by s4

10k images1 model4

AnnualCrop Forest HerbaceousVegetation Highway Industrial Pasture PermanentCrop Residential River SeaLake

TrafficSign project thumbnail

Object Detection

TrafficSign

1.21k images

10 100 100aa 110 110aa 120 120aa 130 140 140aa 15 20 30 30aa 40 40aa 50 50aa 60 60aa

highway guardrail detection project thumbnail

Object Detection

highway guardrail detection

1

85 images1 model33

tree highway-guardrail

signs_and_lights project thumbnail

Object Detection

signs_and_lights

by trafficsigns

811 images1 model3

green light red light stop sign crosswalk sign highway entrance sign highway exit sign no entry sign one way sign parking sign priority sign roundabout sign

m3finalclass project thumbnail

m3finalclass

by m3

2

400 images10

forest mountain Opencountry coast highway inside_city street tallbuilding

Pasture Classification project thumbnail

Pasture Classification

by CPV

10.1k images1 model

AnnualCrop Forest HerbaceousVegetation Highway Industrial Pasture PermanentCrop Residential River SeaLake

CUC1 project thumbnail

Object Detection

CUC1

by CUC

733 images

0 Airplan Apple Bag Bike Bottle Box Bus Car Chair Door Fire engine Highway Human Key Lable Money Motorcycle Orange Phone

EuroSat project thumbnail

Object Detection

EuroSat

by ibtissamworksapce

1.12k images1 model12

AnnualCrop Forest HerbaceousVegetation Highway Industrial Pasture PermanentCrop Residential River Sealake

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