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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 smoke truck

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Custom

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 car bus smoke truck

newww project thumbnail

Object Detection

newww

8.77k images

bicycle bus car cone crosswalk fire hydrant motorcycle person pothole bollard bus door bus stop large vehicle stairs

Deteksi smoking project thumbnail

Object Detection

Deteksi smoking

by aan

571 images1 model

fire hand person smoke smoking smoke-smoking-person-hand

Fire Project project thumbnail

Object Detection

Fire Project

10k images35

DATA project thumbnail

Object Detection

DATA

by Sam

316 images1 model

fall fire people puddle

fire_smkey project thumbnail

Object Detection

fire_smkey

1.44k images2 models

Re train Fire project thumbnail

Object Detection

Re train Fire

27 images

fire and smoke project thumbnail

Instance Segmentation

fire and smoke

by Fire and Smoke datasheet

302 images2 models1

sel project thumbnail

Object Detection

sel

769 images2 models

book camera cube cup eye fire flag hand keyboard lamp monitor mouse printer rocket star target 2_2 A T X

DATASETFT 4 project thumbnail

Instance Segmentation

DATASETFT 4

by Jayce Bo Thi

7.66k images1 model

pub project thumbnail

Object Detection

pub

by pub

168 images

African Descent Alcohol Animal Antibiotic Baby Bee Bird Blond Hair Blue Bread Breakfast Breakfast Cereal Broccoli Burger Business Cable Calculator Capsule Cheese Chef

www project thumbnail

www

by Violence project3

8.17k images

Car_Crash Fight Fire Gun Knife No_Violence

fire_detection project thumbnail

Object Detection

fire_detection

680 images

fire detection project thumbnail

Object Detection

fire detection

by ferry kurniawan

32 images1 model3

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

fogo project thumbnail

Object Detection

fogo

450 images

fire Fire flame nf

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)

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

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

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

Detect Smoking and fire project thumbnail

Object Detection

Detect Smoking and fire

957 images1 model

fire smoke smoking -fire-smoking-zippo-matche-smoke 0 1 2 zippo

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

voc project thumbnail

Object Detection

voc

5.16k 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

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

Workplace safety hazard project thumbnail

Object Detection

Workplace safety hazard

by Final Year Project

861 images10

fire collapsed worker worker with PPE worker without PPE

DatasetFire project thumbnail

Object Detection

DatasetFire

2k images1 model

fire，people project thumbnail

Object Detection

fire，people

3.32k images

fire smoke People

mix8235789{}|:" project thumbnail

Object Detection

mix8235789{}|:"

by Image Classification

3.93k images3

bicycle bridge bus car chimney fire hydrant motorcycle taxi tractor truck acar car]cross walk cross]ptree stairs tlight

detection project thumbnail

Object Detection

detection

355 images2 models

bag car fire knife mask normal person phone wallet weapon 3 Hand assault fighting hand and weapon theft thief ubnormal

project4 project thumbnail

Object Detection

project4

9.84k images16

apple avocado backpack banana basket bed bell pepper bottle bowl bread broccoli butter cabbage carrot cell phone chair cheese coke computer corn

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 and Smoke Detector project thumbnail

Object Detection

Fire and Smoke Detector

1.58k images1 model6

smoke Fire Person

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

Seg project thumbnail

Instance Segmentation

Seg

5k images1 model3

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

fire detection project thumbnail

Object Detection

fire detection

by moh

612 images

smoke project thumbnail

Object Detection

smoke

60 images

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_smoke_detection project thumbnail

Object Detection

Fire_smoke_detection

2.81k images2 models

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

firedataset5 project thumbnail

Object Detection

firedataset5

106 images

Fire detection project thumbnail

Object Detection

Fire detection

1

2.32k images1 model22

fall fire stand sit

fire-detection project thumbnail

Object Detection

fire-detection

by LeilaMegdiche

1.54k images1 model2

fire light smoke no-fire

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

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

Bowfire project thumbnail

Object Detection

Bowfire

466 images2 models8

My First Project project thumbnail

Object Detection

My First Project

2.82k images

building drone fire helicopter plane smoke tank armoured vehicle canon civilian militry truck missile soldier

My First Project project thumbnail

Object Detection

My First Project

716 images

Fire Helmet Person Weapon objects overcrowded

fire project thumbnail

Object Detection

fire

307 images1

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