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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:

car person bus dog 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:

car person bus dog chair

cat coco project thumbnail

Object Detection

cat coco

817 images2 models

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

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

cat project thumbnail

Object Detection

cat

by Bastiaan vdB

4.44k images2

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

cat coco segmented project thumbnail

Instance Segmentation

cat coco segmented

3.44k images2 models

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

cat dataset project thumbnail

Object Detection

cat dataset

6.79k images

cat and dog project thumbnail

Instance Segmentation

cat and dog

980 images

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

Re train Fire project thumbnail

Object Detection

Re train Fire

27 images

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

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

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

DATA project thumbnail

Object Detection

DATA

by Sam

316 images1 model

fall fire people puddle

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

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

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

Dataforfinetunning project thumbnail

Object Detection

Dataforfinetunning

3.4k images

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

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

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

www project thumbnail

www

by Violence project3

8.17k images

Car_Crash Fight Fire Gun Knife No_Violence

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

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

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

COCOs project thumbnail

Object Detection

COCOs

686 images

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

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)

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 and smoke project thumbnail

Instance Segmentation

fire and smoke

by Fire and Smoke datasheet

302 images2 models1

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

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

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

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

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

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_smoke_detection project thumbnail

Object Detection

Fire_smoke_detection

2.81k images2 models

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

COCO-Thesis project thumbnail

Object Detection

COCO-Thesis

9.02k images

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

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

DATASETFT 4 project thumbnail

Instance Segmentation

DATASETFT 4

by Jayce Bo Thi

7.66k images1 model

Objects project thumbnail

Object Detection

Objects

5k images4

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

fire_detection project thumbnail

Object Detection

fire_detection

680 images

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

Wildlife Security System project thumbnail

Object Detection

Wildlife Security System

by Kiran Kumar G

5.12k images1 model27

bear cat cheetah cow deer dog elephant fire goat horse human lion panda rhino tiger zebra hen

Fire_smoke project thumbnail

Object Detection

Fire_smoke

2.2k images1 model

Object detection project thumbnail

Object Detection

Object detection

by UOS

7.88k images1 model3

aeroplane backpack banana bed bench bicycle book bottle bowl cabinet car cat cell phone chair clock cup diningtable dog door fire hydrant

test project thumbnail

Instance Segmentation

test

5k images1 model2

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

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