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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 bus person truck cat

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

# 4. Get your results
print(result)

Top Traffic Datasets and Models

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

wkyan-carcam-dataset1 project thumbnail

Object Detection

wkyan-carcam-dataset1

by Quentin Chui

484 images4

ambulance construction-worker firefighter police student traffic-warden white-collar

dataset_DA2_1 project thumbnail

Object Detection

dataset_DA2_1

by N 2

64 images

bus car fire hydrant motorbike person pothole traffic light traffic sign train truck bycicel sign stop

coco1 project thumbnail

Object Detection

coco1

1.86k images

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

yolov3_object_detection project thumbnail

Object Detection

yolov3_object_detection

by gaziantep university

1.16k images1 model11

Airplane Apple Backpack Banana Baseball-bat Baseball-glove Bear Bed Bench Bicycle Bird Boat Book Bottle Bowl Broccoli Bus Cake Car Carrot

coco_mini project thumbnail

Object Detection

coco_mini

by xyz

5.4k images

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

Object_Labeling project thumbnail

Object Detection

Object_Labeling

54 images

Bike Car Motobicycle Pedestrian Traffic light Truck

Mobility_npu_indoor_detection project thumbnail

Object Detection

Mobility_npu_indoor_detection

1.13k images27 models

apple backpack banana baseball bat baseball glove bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot cat cell phone

COCO-Thesis project thumbnail

Object Detection

COCO-Thesis

9.02k images

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

Deep_learning project thumbnail

Object Detection

Deep_learning

1.35k images

aeroplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

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

MMHal-Bench project thumbnail

Object Detection

MMHal-Bench

96 images2

airplane animal backpack ball bench bicycle boat book bowl bread broccoli button car cat chair chicken dog fire hydrant flower fork

detr_coco_1 project thumbnail

Object Detection

detr_coco_1

1.2k images1 model

aeroplane airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car

blindhelp project thumbnail

Instance Segmentation

blindhelp

126 images

airplane backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot cat

obj-thesis project thumbnail

Object Detection

obj-thesis

300 images

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

COCO Dataset project thumbnail

Object Detection

COCO Dataset

5k images3

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

safe city project thumbnail

Object Detection

safe city

by iz

9.34k images3

backpack baseball bat bench bicycle bus car chair fire hydrant gun knife motorcycle person rifle stick traffic light truck cold weapons garbage can ski mask

OBJDataset project thumbnail

Object Detection

OBJDataset

154 images1 model4

cat dog Bicycle Bus Car Dog Electric pole Motorcycle Person Traffic signs Tree Uncovered manhole dear

myproject project thumbnail

Object Detection

myproject

2k images3

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

My Project project thumbnail

Object Detection

My Project

by Felix Yustian Setiono

312 images

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

Phone project thumbnail

Object Detection

Phone

4.45k images26

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

smart_robot_car project thumbnail

Object Detection

smart_robot_car

by fatiguedetecting

1k images

bicycle bus car cat dog face fall fire mask motorcycle person phone smoke traffic light traffic sign trash truck extinguisher faulty

coco_seg project thumbnail

Instance Segmentation

coco_seg

by Hypersoft Inc

4.95k images

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

cat dataset project thumbnail

Instance Segmentation

cat dataset

2.08k images

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

myproject2 project thumbnail

Object Detection

myproject2

9k images1

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

object project thumbnail

Object Detection

object

260 images1 model1

Bicycle Car Cat Dog Motorcycle Person Traffic-sign Tree Waste-container

yolo_detect_mini project thumbnail

Object Detection

yolo_detect_mini

3k images1 model

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

Objects project thumbnail

Object Detection

Objects

5k images4

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

Object Detection project thumbnail

Object Detection

Object Detection

by Sumedh Deshpande

1.42k images3

Animal Bus Car Motorbike Person Speed Limit 30 Speed Limit 50 Speed Limit 60 Stop Traffic Signal (Green)Traffic Signal (Orange)Traffic Signal (Red)Truck Turn Left Turn Right Yield

coco_bigtree project thumbnail

Object Detection

coco_bigtree

1.37k images4

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

Final project thumbnail

Object Detection

Final

9.75k images1 model3

aeroplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

Convert COCO JSON to YOLOv8 project thumbnail

Object Detection

Convert COCO JSON to YOLOv8

1.2k images

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

COCO project thumbnail

Object Detection

COCO

5k images1

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

my_COCO2017_val project thumbnail

Object Detection

my_COCO2017_val

by

3.92k images9

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

coco project thumbnail

Object Detection

coco

128 images

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

final project thumbnail

Object Detection

final

by FPT University

1

4.1k images3

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

TS project thumbnail

Object Detection

TS

275 images1 model

airplane backpack baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot cat cell phone chair

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

my project project thumbnail

Object Detection

my project

by New Workspace

501 images1

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

VehDetProj project thumbnail

Object Detection

VehDetProj

by [email protected]

3.49k images1

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

yolonas-training project thumbnail

Object Detection

yolonas-training

by YOLONAS Training

64 images

airplane backpack banana bear bird boat book bottle bowl broccoli bus car carrot cat cell phone chair clock couch cow cup

COCO-Object-Detection-Project project thumbnail

Object Detection

COCO-Object-Detection-Project

by Jintos Project

1.2k images2 models2

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

ms coco 2017 project thumbnail

Object Detection

ms coco 2017

by New Workspace

4.61k images

airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot

detection project thumbnail

Object Detection

detection

576 images1

animal bed bench bicycle book bottle building bus car cellphone chair couch cup door fruit gas stove ladder lamp laptop motorcycle

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