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Project Type

Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

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smoke person car knife 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:

smoke person car knife bus

Re train Fire project thumbnail

Object Detection

Re train Fire

27 images

DATASETFT 4 project thumbnail

Instance Segmentation

DATASETFT 4

by Jayce Bo Thi

7.66k images1 model

fod-fyp project thumbnail

Object Detection

fod-fyp

by ssn

646 images1

bird fire Adjustable Clamptrack_idkeyframe AdjustableClamptrack_idkeyframe AdjustableWrenchtrack_idkeyframe BoltNutSettrack_idkeyframe Bolttrack_idkeyframe Hosetrack_idkeyframe LuggageTagtrack_idkeyframe MetalSheettrack_idkeyframe Nailtrack_idkeyframe Nuttrack_idkeyframe Plierstrack_idkeyframe Pliertrack_idkeyframe Tagtrack_idkeyframe Washertrack_idkeyframe

www project thumbnail

www

by Violence project3

8.17k images

Car_Crash Fight Fire Gun Knife No_Violence

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)

fire and smoke project thumbnail

Instance Segmentation

fire and smoke

by Fire and Smoke datasheet

302 images2 models1

DATA project thumbnail

Object Detection

DATA

by Sam

316 images1 model

fall fire people puddle

Smart Survellaince Lens 2 project thumbnail

Object Detection

Smart Survellaince Lens 2

by FPY

747 images

Fighting Fire Gun Knife

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

blindj project thumbnail

Object Detection

blindj

80 images2 models1

bicycle bus car cat cell phone chair chicken computer cup door fire horse keyboard money mouse person tree 1 shekel 10 dollar 2 shekel

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

damchay project thumbnail

damchay

by DƯƠNG ĐỨC CƯỜNG

1.22k images1

fire-detection project thumbnail

Object Detection

fire-detection

by LeilaMegdiche

1.54k images1 model2

fire light smoke no-fire

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

Fire_smoke_detection project thumbnail

Object Detection

Fire_smoke_detection

2.81k images2 models

fire detection project thumbnail

Object Detection

fire detection

by moh

612 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

Viiisually_Impaired project thumbnail

Object Detection

Viiisually_Impaired

15.7k images

Bag Bed Bench Bus Car Cat Chair Crosswalk Cup Cupbord Curb Desk Dog Door Downstair Fire-Hydrant Green Crossing Green Light Jacket Keys

Fire_smoke project thumbnail

Object Detection

Fire_smoke

2.2k images1 model

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

Fire Project project thumbnail

Object Detection

Fire Project

10k images35

My First Project project thumbnail

Object Detection

My First Project

by Object Detection

8.45k images

bike car fire knife person Mobile_Phone Safety_helmet weapons

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

WildGuard project thumbnail

Object Detection

WildGuard

by WildGuardWorkspace

30 images

animal bird bus fire human jeep vehicle 0 9 Bike Car Cow Deer Dog Elephant People Smoke Standing Truck Walking

fire_test project thumbnail

Object Detection

fire_test

by firefighting

258 images

fire person smoke

voc project thumbnail

Object Detection

voc

5.16k images

fire_smkey project thumbnail

Object Detection

fire_smkey

1.44k images2 models

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

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

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

Fire and Smoke Detector project thumbnail

Object Detection

Fire and Smoke Detector

1.58k images1 model6

smoke Fire Person

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_detection project thumbnail

Object Detection

fire_detection

323 images

DatasetFire project thumbnail

Object Detection

DatasetFire

2k images1 model

Fire detection project thumbnail

Object Detection

Fire detection

1

2.32k images1 model22

fall fire stand sit

yolov5 project thumbnail

Object Detection

yolov5

1.1k images1 model1

Fire Kitchen knife Scissors

wildlife monitering and poaching det 2 project thumbnail

Object Detection

wildlife monitering and poaching det 2

by neural modas

7k images1 model

Animal Binocular Fire Helicopter Poachers Rangers Vehicals Weapon

evac-project project thumbnail

Object Detection

evac-project

9.04k images

Door Fire Smoke

FYP project thumbnail

Object Detection

FYP

by FYP

1

1.3k images1 model17

box helmet Fire-Extinguisher bucket

dupli for smoke project thumbnail

Object Detection

dupli for smoke

966 images

fire_smoke project thumbnail

Object Detection

fire_smoke

2.47k images

train_split5 project thumbnail

Object Detection

train_split5

by PaidWorkspace

7.65k 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

example project thumbnail

Object Detection

example

by asd

2.59k images28

fire smoke other

fire project thumbnail

Object Detection

fire

2.18k images

bottle fire gun knife person stick

LowResFire project thumbnail

Object Detection

LowResFire

1.79k images3

fire-detection project thumbnail

Object Detection

fire-detection

93 images

allllll project thumbnail

Object Detection

allllll

2.95k images

fire smoke accident puddle rocks

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