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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 truck 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:

person car bus truck chair

electric pole project thumbnail

Object Detection

electric pole

47 images

insulator street light transformer Fire Sock concrete pole cutout double crossarm doublecrossarm lightning arrester rail single crossarm splice case steel pole wood pole

electric car project thumbnail

Instance Segmentation

electric car

by Electric vehicle fires

300 images

electric pole fire project thumbnail

Object Detection

electric pole fire

141 images

Electric Grid Fire Detection (F) project thumbnail

Object Detection

Electric Grid Fire Detection (F)

49 images5 models

Re train Fire project thumbnail

Object Detection

Re train Fire

27 images

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_detection project thumbnail

Object Detection

fire_detection

323 images

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

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

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

Fire detection project thumbnail

Object Detection

Fire detection

1

2.32k images1 model22

fall fire stand sit

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 Project project thumbnail

Object Detection

Fire Project

10k images35

fire-detection project thumbnail

Object Detection

fire-detection

by LeilaMegdiche

1.54k images1 model2

fire light smoke no-fire

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

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

DATA project thumbnail

Object Detection

DATA

by Sam

316 images1 model

fall fire people puddle

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

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

Fire and Smoke Detector project thumbnail

Object Detection

Fire and Smoke Detector

1.58k images1 model6

smoke Fire Person

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

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

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

coco_bigtree project thumbnail

Object Detection

coco_bigtree

1.37k images4

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

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

misdetect project thumbnail

Object Detection

misdetect

by University of Birmingham

100 images

Bowfire project thumbnail

Object Detection

Bowfire

466 images2 models8

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

MMHal-Bench project thumbnail

Object Detection

MMHal-Bench

96 images2

airplane animal backpack ball bench bicycle boat book bowl bread broccoli button car cat chair chicken dog fire hydrant flower fork

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

DATASETFT 4 project thumbnail

Instance Segmentation

DATASETFT 4

by Jayce Bo Thi

7.66k images1 model

yolo_detect_mini project thumbnail

Object Detection

yolo_detect_mini

3k images1 model

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

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

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

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 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

fire and smoke project thumbnail

Instance Segmentation

fire and smoke

by Fire and Smoke datasheet

302 images2 models1

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

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

VN-Aİ-dataset project thumbnail

Object Detection

VN-Aİ-dataset

2.18k images1 model

bed bench bicycle book bus car chair fire hydrant laptop motorcycle person sink stop sign toilet traffic light truck 0

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

Thesis project thumbnail

Object Detection

Thesis

1.5k images2 models

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

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

Sinfonia Datasets project thumbnail

Object Detection

Sinfonia Datasets

by Dataset Verification

10k images1

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

obj detection project thumbnail

Object Detection

obj detection

348 images1 model4

aeroplane airplane animal apple bag ball banana basket bear bed bike bird boat bread building bus cake car carrot cat

DatasetFire project thumbnail

Object Detection

DatasetFire

2k images1 model

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