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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:

knife car bus person chair

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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:

knife car bus person chair

Natural Disaster Damage project thumbnail

Natural Disaster Damage

306 images1 model5

Earthquake Flood Forest Fire

Natural Disaster Damage project thumbnail

Natural Disaster Damage

2

384 images1 model19

Earthquake Flood Damage Forest Fire Sinkhole

Natural Disaster Damage project thumbnail

Object Detection

Natural Disaster Damage

113 images1 model13

Earthquake Forest Fire Hurricane

Fire_smoke_detection project thumbnail

Object Detection

Fire_smoke_detection

2.81k images2 models

DATA project thumbnail

Object Detection

DATA

by Sam

316 images1 model

fall fire people puddle

Re train Fire project thumbnail

Object Detection

Re train Fire

27 images

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

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

www project thumbnail

www

by Violence project3

8.17k images

Car_Crash Fight Fire Gun Knife No_Violence

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

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

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

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

Deep_learning project thumbnail

Object Detection

Deep_learning

1.35k images

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

yayaya project thumbnail

Object Detection

yayaya

by New Workspace

5k 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

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

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

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

my project project thumbnail

Object Detection

my project

by New Workspace

501 images1

airplane 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

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

2022 project thumbnail

Object Detection

2022

by New Workspace

16.7k images3

0 1 11 12 13 2 3 4 5 6 8 9 Alarm-clock Backpack Ball Barrel Baseball-bat Bear Belt Bird

violence_data project thumbnail

violence_data

17k images1 model

Blood Car_Crash Fight Fire Gun Knife No_Violence

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

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

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

My Project project thumbnail

Object Detection

My Project

by Felix Yustian Setiono

312 images

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

detect project thumbnail

Object Detection

detect

206 images1 model

Combat DestroyedBuildings Fire Humanitarian-Aid-and-rehabilitation Military-vehicles-and-weapons

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

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

fire-detection project thumbnail

Object Detection

fire-detection

by LeilaMegdiche

1.54k images1 model2

fire light smoke no-fire

fire，people project thumbnail

Object Detection

fire，people

3.32k images

fire smoke People

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

custom project thumbnail

Object Detection

custom

by Clerinte swargarajyam

2.48k images1 model

airplane animal bag ball balloon baseball baseball bat basket basketball bear bed bench bicycle bike biker board boat book bottle bowl

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

obj-thesis project thumbnail

Object Detection

obj-thesis

300 images

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

val2017 project thumbnail

Object Detection

val2017

5k images

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

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

Bowfire project thumbnail

Object Detection

Bowfire

466 images2 models8

Project project thumbnail

Object Detection

Project

202 images

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

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

gun-fire project thumbnail

Object Detection

gun-fire

400 images1

pistol smoke Fire

COCO project thumbnail

Object Detection

COCO

5k images1

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

fire_test project thumbnail

Object Detection

fire_test

by firefighting

258 images

fire person smoke

Showing 1 - 50 of 300