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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 bus train dog

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

# 4. Get your results
print(result)

Top Sign Datasets and Models

The datasets below can be used to train fine-tuned models for sign 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 bus train dog

blupix-dataset-2022-gt-post project thumbnail

Object Detection

blupix-dataset-2022-gt-post

by Bahareh Alizadeh

281 images

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

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

Ground School 2025 Demo project thumbnail

Object Detection

Ground School 2025 Demo

5.4k images

Airplane Baseball-Bat Bed-Mattress Boat Bus Car Motorcycle Person-Mannequin Skis Snowboard Sports-Ball Stop-Sign Suitcase Tennis-Racket Umbrella

train model1 project thumbnail

Object Detection

train model1

928 images1 model

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

My First Project project thumbnail

Object Detection

My First Project

92 images

Not Street Sign Steet Sign Emoji Street sign Num-Text

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

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

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

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

zzzzzzzzf project thumbnail

Object Detection

zzzzzzzzf

2.81k images

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

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

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

Environment project thumbnail

Object Detection

Environment

by Tourismdataset

6.66k images1 model2

aeroplane airplane airport beer boat bottle bus cart chair cloud cross date eggplant fish grass hamburger hot dog house ice cream lamp

surucuasistanimm project thumbnail

Object Detection

surucuasistanimm

by sürücü asistani

14.2k images3

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

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

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

5.38k images

bed bike cabbage camel camera cat cauliflower chair coin cotton crab cucumber cup dog elephant face fish flower foot frog

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

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

LAKB-AI 300 DATASETS project thumbnail

Object Detection

LAKB-AI 300 DATASETS

by lol

505 images14 models

obstacle sign traffic light Animals Barrier Objects Person Vehicle pedestrian lane

Test project thumbnail

Object Detection

Test

5k 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

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

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

My First Project project thumbnail

Instance Segmentation

My First Project

126 images

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

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

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_filtered project thumbnail

Object Detection

coco_filtered

by Hania raslan

5.73k images1

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

Obstacle_Detection_PFC project thumbnail

Object Detection

Obstacle_Detection_PFC

by UNI

3.95k images1 model1

bus car cat cone dog motorcycle person sign truck 10-solsitos 100-soles 20-soles 50-soles Bicycle

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

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

revised pedestrian obstacle project thumbnail

Object Detection

revised pedestrian obstacle

by Thesis test Dataset

1

3.52k images1

animal bike crosswalk person vehicle hazard-sign stairs

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

Coco128(combine) project thumbnail

Object Detection

Coco128(combine)

by Yolov7 Incremental Learning

98 images

airplane backpack banana bear bench bicycle bird boat book bottle bowl broccoli bus cake car cat chair clock cup dog

crossbreed2 project thumbnail

Object Detection

crossbreed2

by FYP

148 images1

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

sidewalk project thumbnail

Object Detection

sidewalk

248 images

bench bicycle bus cane car dog fire hydrant motorcycle person pole stop sign traffic light train tree truck bus_stop curb fire_hydrant spherical_roadblock stairs

base + custom FSOD project thumbnail

Object Detection

base + custom FSOD

by od

423 images

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

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

bojehelp project thumbnail

Instance Segmentation

bojehelp

973 images1 model

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

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

CocoMinimal project thumbnail

Object Detection

CocoMinimal

by Clark Mourning

3.79k images

bicycle bus car fire hydrant json motorcycle parking meter person stop sign traffic light train truck

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

test-data project thumbnail

Object Detection

test-data

2.35k images

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

od project thumbnail

Object Detection

od

1.65k images

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

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