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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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knife person car bus chair

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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:

knife person car bus chair

www project thumbnail

www

by Violence project3

8.17k images

Car_Crash Fight Fire Gun Knife No_Violence

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

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

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

AIdrivesafedev1 project thumbnail

Object Detection

AIdrivesafedev1

by AIdrivesafedev1

7.9k images3 models7

body face fire foot gun hand human knife person smoke arm leg

Re train Fire project thumbnail

Object Detection

Re train Fire

27 images

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)

Guns project thumbnail

Object Detection

Guns

1.49k images2 models4

Acid Axe Bat Bow-and-Arrow Club Crowbar Darts Drones Fire Grenade Hammer Handgun IED Karambit Katana Knife Machette Molotov Pan Pepper-Spay

fire and smoke project thumbnail

Instance Segmentation

fire and smoke

by Fire and Smoke datasheet

302 images2 models1

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

violence_data project thumbnail

violence_data

17k images1 model

Blood Car_Crash Fight Fire Gun Knife No_Violence

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

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

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

fire detection project thumbnail

Object Detection

fire detection

by moh

612 images

2354359348986346 project thumbnail

Object Detection

2354359348986346

1.26k images

Fire Handgun Holding Handgun Holding Knife Knife Large combat knife Person With Rifle Rifle Smoke Stranglehold Violence

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

DatasetFire project thumbnail

Object Detection

DatasetFire

2k images1 model

Final_FYP_Smart_Lens project thumbnail

Object Detection

Final_FYP_Smart_Lens

by FPY

1.55k images

Fighting Fire Gun Knife

7896787854 project thumbnail

Object Detection

7896787854

by zz

1

2.09k images

Fire Handgun Knife Rifle Smoke Violence

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

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 Survelliance Final project thumbnail

Object Detection

Smart Survelliance Final

by FPY

815 images1 model

Fighting Fire Gun Knife

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

My First Project project thumbnail

Object Detection

My First Project

716 images

Fire Helmet Person Weapon objects overcrowded

fire-detection project thumbnail

Object Detection

fire-detection

by LeilaMegdiche

1.54k images1 model2

fire light smoke no-fire

a project thumbnail

Object Detection

a

by DETECTION OBJET

674 images1 model

-fire-perssone-limiaur Fire Personne

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

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

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

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

person and fire detection project thumbnail

Object Detection

person and fire detection

1.67k images1 model13

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

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

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

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

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

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

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

I SEE THE SIGN PART (ICONS) 3 project thumbnail

I SEE THE SIGN PART (ICONS) 3

by I see the sign

2k images1

Caution Elevator Escalator Female Restroom Fire and Emergency Exit Male Restroom PWD Restroom Stairs Unlabeled Wet or Slippery Floor

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

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

VideoSurveillanceAll project thumbnail

Object Detection

VideoSurveillanceAll

9.05k images1 model7

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

clear case at 320 project thumbnail

Object Detection

clear case at 320

by wholelibrary

2.34k images1

Apple Banana Bed Book Bottle Bus Car Cat Chair Dog Fire hydrant Football Knife Laptop Mobile phone Mug Scissors Stairs Table Umbrella

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

Fire detection project thumbnail

Object Detection

Fire detection

1

2.32k images1 model22

fall fire stand sit

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