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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 person bus tree truck

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

# 4. Get your results
print(result)

Top Road Datasets and Models

The datasets below can be used to train fine-tuned models for road 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 person bus tree truck

nsckw project thumbnail

Object Detection

nsckw

by kanlakynawat

1.93k images

person Bed Bicycle Bottle Bowl Building 1 Bus Bush Canteen Car Cat Chair Dog Door Elevator Fan Fifty Baht Five Hundred Baht Fridge Glass

Potholes 2 project thumbnail

Object Detection

Potholes 2

177 images2 models

building crack debris dirt grass object road water 0 1 gravel leaves paint potholes sky tar

building project thumbnail

Instance Segmentation

building

787 images1 model

grass house pole road wall bay-window full-wall large-wall single-window sky thatch-roof thatch-wall thatch-window tile-roof-hirairi tile-roof-tsumairi

Camera 2 project thumbnail

Object Detection

Camera 2

62 images1 model

bench bike bird board building camera car cat chair chess coin cup deer dustbin flower food gate glass hand house

Object detection project thumbnail

Object Detection

Object detection

1

2.86k images1 model36

apple background bag banana basket bear bed beef bench bike bird board boat book bottle box bread building bus cake

Conversational-image-recognition project thumbnail

Object Detection

Conversational-image-recognition

183 images1 model

aeroplane auto bag ball banana basket bear bed bench bike bird board bottle box building bus cake camera car carrot

NOVA Dataset project thumbnail

Object Detection

NOVA Dataset

10.2k images

Animal Crosswalk Obstacle Over-bridge Person Pole Pothole Railway Road-barrier Sidewalk Stairs Traffic-light Traffic-sign Train Tree Vehicle

Suraj_Sharma_KNCVB10052 project thumbnail

Object Detection

Suraj_Sharma_KNCVB10052

by Computer Vision 2025

500 images

auto bicycle bus car motorcycle person pole road sidewalk truck van happyface neutralface numberplate road_cross

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

Potholes project thumbnail

Instance Segmentation

Potholes

177 images3 models

building crack debris dirt grass object road water 36 gravel leaves paint potholes sky tar trees

Outdoor Detection Model project thumbnail

Object Detection

Outdoor Detection Model

7.73k images1 model

Animal Crosswalk Obstacle Person Pole Pothole Road-barrier Sidewalk Stairs Traffic-light Tree Vehicle footpath

IMAGE TO BLOG project thumbnail

Object Detection

IMAGE TO BLOG

by obj

284 images1 model3

bridge Building Cloud Forest Grassland Lake Mountain Road Rock Sand Sky Snow Sun Tree beach crowd railway track sea

afasf project thumbnail

Object Detection

afasf

646 images2

button cheese door gold mobile $2.00 %&& Tea &LIQUOR '''((05/9/2018)<phay>(11.2016)(1758 (THỜ (VIJACO)(dâu<phay>)+84

Potholes 3 project thumbnail

Instance Segmentation

Potholes 3

143 images

building crack debris dirt grass object road water gravel leaves paint potholes sky tar trees

drexel-avs-object-detection project thumbnail

Object Detection

drexel-avs-object-detection

4.28k images

aeroplane bicycle boat bottle bus car chair cow cyclist dog face horse motorbike motorcycle person sheep sofa train truck tvmonitor

SafeWalkBD project thumbnail

Object Detection

SafeWalkBD

4

10.2k images6 models4

Animal Crosswalk Obstacle Over-bridge Person Pole Pothole Railway Road-barrier Sidewalk Stairs Traffic-light Traffic-sign Train Tree Vehicle

My First Project project thumbnail

Instance Segmentation

My First Project

by Isaacs Workspace

138 images

Built_Up_Area_typ Road Utility_Poly_Water_Body

traffic_cone-road_sign-light project thumbnail

Object Detection

traffic_cone-road_sign-light

by Jerrys workspace

5.8k images9

road sign traffic light traffic cone

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

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

traffic2 project thumbnail

Object Detection

traffic2

162 images

Dangerous-Left-Curve-Ahead Dangerous-Right-Curve-Ahead Keep-Right Prohibition-of-overtaking cattle crossing ahead double-bend-first-to-the-left double-bend-first-to-the-right no left turn no right turn no through road parking prohibited vehicular traffic prohibited in both directions

Autonomou Vehicle project thumbnail

Object Detection

Autonomou Vehicle

3.33k images36

car truck Animal Bus Motorcyclist Pedestrian Rider Road Sign

uav-all project thumbnail

Instance Segmentation

uav-all

200 images

building road tree water

Instance Segmentation project thumbnail

Instance Segmentation

Instance Segmentation

30 images

deer -Cat Dog Fox Parrot Person Road Tiger

lab-1 project thumbnail

Object Detection

lab-1

by creamfactory

1k images1 model2

cone Road signs Traffic Light

Urban-Indoor-Obstacles project thumbnail

Object Detection

Urban-Indoor-Obstacles

by Laibas Workspace

310 images1 model

aeroplane bench bike book building bus car cat chair clock cup door dustbin floor forest glass grass ground hand helmet

789 project thumbnail

Object Detection

789

by 123

1.04k images1

aeroplane bicycle boat bottle bus car cat chair cow crosswalk diningtable dog horse motorbike object person pottedplant sheep sofa train

YOLO_V2 project thumbnail

Object Detection

YOLO_V2

3.2k images

bag bed bench bicycle book bottle bus car chair crosswalk door hole laptop people person phone pole road shelf sidewalk

Traffic_sign_dataset2 project thumbnail

Object Detection

Traffic_sign_dataset2

9.73k images

crosswalk roundabout stop 1 12 14 18 20 21 22 40 50 mph speed limit 6 8 9 Alto_R Crosswalk Droga z pierwszeństwem Give Way Give way

SAM_dataset_prepare project thumbnail

Instance Segmentation

SAM_dataset_prepare

28 images

car house rider road traffic sign tray tree truck

final project thumbnail

Object Detection

final

by blind project

1.25k images

ambulance bike bus car crosswalk cycle green light pedestrian red light road truck obstracle traffic yellow light

carla project thumbnail

Object Detection

carla

9.38k images1 model12

bus car green motorbike red truck yellow 1 14 18 2 25 27 3 30 km/h speed limit 33 34 35 4 8

new_object_detection project thumbnail

Object Detection

new_object_detection

403 images22

bicycle building bus car motorcycle person pole rider road sidewalk train truck vegetation sky terrain traffic-light traffic-sign

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