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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 knife 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:

car person knife bus chair

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

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

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

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

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

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

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

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

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

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

Coco-Projekt project thumbnail

Object Detection

Coco-Projekt

238 images1 model

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

Deteksi smoking project thumbnail

Object Detection

Deteksi smoking

by aan

571 images1 model

fire hand person smoke smoking smoke-smoking-person-hand

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

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

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

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

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

coco project thumbnail

Object Detection

coco

128 images

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

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

Phone project thumbnail

Object Detection

Phone

4.45k images26

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

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

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

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

yolov3_object_detection project thumbnail

Object Detection

yolov3_object_detection

by gaziantep university

1.16k images1 model11

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

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 and Smoke Detector project thumbnail

Object Detection

Fire and Smoke Detector

1.58k images1 model6

smoke Fire Person

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

final project thumbnail

Object Detection

final

9.41k images2

Fire Person Weapon

Smart Survellaince Lens 2 project thumbnail

Object Detection

Smart Survellaince Lens 2

by FPY

747 images

Fighting Fire Gun Knife

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

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

COCO project thumbnail

Object Detection

COCO

by Enrico Corradini

810 images

aeroplane 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

test-data project thumbnail

Object Detection

test-data

2.35k images

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

Person project thumbnail

Object Detection

Person

by Engenium Again

1k images3

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

cell_download_3 project thumbnail

Object Detection

cell_download_3

by New Workspace

4.8k images5

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

coco_mini project thumbnail

Object Detection

coco_mini

by xyz

5.4k images

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

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

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

testCoco project thumbnail

Object Detection

testCoco

600 images

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

coco_small project thumbnail

Object Detection

coco_small

206 images

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

cell_phone project thumbnail

Object Detection

cell_phone

50 images

apple backpack baseball glove bed bench book bottle bowl bus cake car cat cell phone chair clock couch cow cup dining table fire hydrant

Test project thumbnail

Object Detection

Test

5k images

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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