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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 fire hydrant car truck bus

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

# 4. Get your results
print(result)

Top Fire Datasets and Models

The datasets below can be used to train fine-tuned models for fire 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 fire hydrant car truck bus

Fire hydrants project thumbnail

Object Detection

Fire hydrants

269 images

object Fire-hydrants

fire hydrants project thumbnail

Object Detection

fire hydrants

50 images10

Fire hydrants detection project thumbnail

Object Detection

Fire hydrants detection

by Machine vision test

89 images2 models

Signs, benches, hydrants project thumbnail

Object Detection

Signs, benches, hydrants

6.85k images1 model10

Bench Fire hydrant Traffic sign

Signs, Benches, Hydrants Validation project thumbnail

Object Detection

Signs, Benches, Hydrants Validation

48 images1

Bench Fire hydrant Traffic sign

fire image project thumbnail

Object Detection

fire image

by f z

3.59k images1

0 Fire hydrant interface fire image - v11 2024-07-09 9:41am

fire hydrant project thumbnail

Object Detection

fire hydrant

90 images1 model5

监工(glove-no-fire) project thumbnail

Object Detection

监工(glove-no-fire)

925 images1 model1

glove hat object Fire-hydrants no-glove

Fire Hydrant Detection project thumbnail

Object Detection

Fire Hydrant Detection

250 images1 model

DATA project thumbnail

Object Detection

DATA

by Sam

316 images1 model

fall fire people puddle

Fire Hydrant Detection project thumbnail

Object Detection

Fire Hydrant Detection

30 images

소화전 project thumbnail

Object Detection

소화전

408 images1 model

Fire-hydrant - v21 2023-07-21 4:48pm

Polygon Fire Hydrant project thumbnail

Object Detection

Polygon Fire Hydrant

408 images11

object Fire-hydrant

Bowfire project thumbnail

Object Detection

Bowfire

466 images2 models8

Datasets-VentifACTS project thumbnail

Object Detection

Datasets-VentifACTS

1.61k images20

bench bicycle car fire hydrant person stop sign

Fire and Smoke Detector project thumbnail

Object Detection

Fire and Smoke Detector

1.58k images1 model6

smoke Fire Person

Captcha Object Detection project thumbnail

Object Detection

Captcha Object Detection

3.21k images

bicycle bus car crosswalk fire hydrant motorcycle traffic light stairs

Fire-hydrant project thumbnail

Object Detection

Fire-hydrant

408 images19 models38

Re train Fire project thumbnail

Object Detection

Re train Fire

27 images

fire detection project thumbnail

Object Detection

fire detection

by moh

612 images

a fire hydrant project thumbnail

Object Detection

a fire hydrant

545 images

CSCI513_Project project thumbnail

Object Detection

CSCI513_Project

by ProjectCSCI513

416 images1 model7

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

train_split6 project thumbnail

Object Detection

train_split6

by PaidWorkspace

7.63k images

Barbed-fence Bridge Building Bus Car Chair Concertina-fence Cupboard Door Fire Fire-extinguisher Gate Gun Hand-grenade Hill Jeep Knife Lunch-box Null Person

Fire Hydrant Instance Segmentation project thumbnail

Instance Segmentation

Fire Hydrant Instance Segmentation

408 images1 model2

DATASETFT 4 project thumbnail

Instance Segmentation

DATASETFT 4

by Jayce Bo Thi

7.66k images1 model

fh-3x3 project thumbnail

Object Detection

fh-3x3

1.38k images1 model22

fire-detection project thumbnail

Object Detection

fire-detection

by LeilaMegdiche

1.54k images1 model2

fire light smoke no-fire

MyFire project thumbnail

Object Detection

MyFire

by Jayeeta Mondal

371 images

PvsB project thumbnail

Object Detection

PvsB

408 images8 models45

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

Fire, Smoke and Spark Detection project thumbnail

Object Detection

Fire, Smoke and Spark Detection

by A A

1

4.81k images1 model81

fire smoke 6 Fire Fire-Smoke Smoke spark sparks

train_split3 project thumbnail

Object Detection

train_split3

by PaidWorkspace

7.55k images

Barbed-fence Bridge Building Bus Car Chair Concertina-fence Cupboard Door Fire Fire-extinguisher Gate Gun Hand-grenade Hill Jeep Knife Lunch-box Null Person

fire hydrant project thumbnail

Object Detection

fire hydrant

1

870 images

a fire hydrant chimneys

other project thumbnail

Object Detection

other

4.34k images1

fire ANIMAL()Building CUTLASS FALL FIRE FOG House KNIFE(CLEAVER)KNIFE(SCABBARD)Land vehicle Man Person SICKLE SMOKE SPEAR Tree Vehicle WEAPON(GUN)WEAPON(KATANA)

Convert project thumbnail

Object Detection

Convert

2

999 images9

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

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

reCAPTCHA 450 segmentation project thumbnail

Semantic Segmentation

reCAPTCHA 450 segmentation

by Anatoly Kravchenko

6.2k images22

a fire hydrant bicycles buses chimneys crosswalks motorcycles stairs taxis tractors traffic lights

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 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

DatasetFire project thumbnail

Object Detection

DatasetFire

2k images1 model

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

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

Fire hydrant project thumbnail

Object Detection

Fire hydrant

408 images67

hgcn project thumbnail

Object Detection

hgcn

6.76k images1

fire person smoke with helmet with ppe without helmet

evac-project project thumbnail

Object Detection

evac-project

9.04k images

Door Fire Smoke

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

fire project thumbnail

Object Detection

fire

by tensorflow yolo

1.81k images1 model

cone fire smoke cones other

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