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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:

person car dog tree bus

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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:

person car dog tree bus

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

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

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

Autonomou Vehicle project thumbnail

Object Detection

Autonomou Vehicle

3.33k images36

car truck Animal Bus Motorcyclist Pedestrian Rider Road Sign

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

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

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

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

Human_Animal_images project thumbnail

Object Detection

Human_Animal_images

50 images

banana baseball glove bird boat book bottle bowl bread bridge broccoli cake car carrot chair clock dining table dog elephant fence fork

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

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

Instance Segmentation project thumbnail

Instance Segmentation

Instance Segmentation

30 images

deer -Cat Dog Fox Parrot Person Road Tiger

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

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

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

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

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

train model project thumbnail

Object Detection

train model

989 images

motorcycle person road traffic light Bus Stop Sign Car Dog electric pole traffic cone trolley

My First Project project thumbnail

Object Detection

My First Project

by New Workspace

1.19k images

person Army Veh Building Gun Road Tank civ veh jet river soldier

tips3 project thumbnail

Object Detection

tips3

2.95k images

bike bus car cat crosswalk dog person truck TL-Bus-Red TL-Green TL-Green-LR_green TL-Red TL-Yellow road-sign speed-bump

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

Road_Person project thumbnail

Instance Segmentation

Road_Person

1

4.79k images1 model14

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

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

My First Project project thumbnail

Object Detection

My First Project

2.05k images

bicycle car person road sign traffic light Tree

Object Detection project thumbnail

Object Detection

Object Detection

219 images2

Car Crosswalk Person Person on bike Road

SAM_dataset_prepare project thumbnail

Instance Segmentation

SAM_dataset_prepare

28 images

car house rider road traffic sign tray tree truck

outside project thumbnail

Object Detection

outside

by vishaks Workspace

285 images

bike car dog pothole road stair tree man post side walk side wall woman

harvedex project thumbnail

Instance Segmentation

harvedex

29 images

obstacle person road tree barrier building elements cable-tube-string lawn sky unlabeled

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

lane project thumbnail

Semantic Segmentation

lane

86 images

lane_line road-laneline

road new project thumbnail

Object Detection

road new

1.07k images

blind assistant project thumbnail

Object Detection

blind assistant

by Blind Assistant

3.43k images

crosswalk hole obstacle road enterance path stairs_down stairs_up tactile_line tactile_stop

driving-v1 project thumbnail

Semantic Segmentation

driving-v1

139 images1 model

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

Showing 1 - 50 of 300