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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

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person car truck 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:

person car truck bus chair

fire-smoke-custom-v2 project thumbnail

Object Detection

fire-smoke-custom-v2

by fire detection

304 images

Fire Enhancement V2 (Fire Label) project thumbnail

Object Detection

Fire Enhancement V2 (Fire Label)

by Fire Detection Enhacement

650 images

Fire and smoke detection v2 project thumbnail

Object Detection

Fire and smoke detection v2

by Fire Smoke OD

10.2k images

Fire Detection v2 (YOLOv11n Fine project thumbnail

Object Detection

Fire Detection v2 (YOLOv11n Fine

by Data Science

395 images

Military Base Object Detection project thumbnail

Object Detection

Military Base Object Detection

by capstone2025

3

12.1k images2 models16

Aircraft Camouflage Drone Fire Grenade Hand-Gun Knife Military-Vehicle Missile Pistol Rifle Smoke Soldier

MEng Project FH detection V2( Ottawa/Iqaluit/Google) project thumbnail

Instance Segmentation

MEng Project FH detection V2( Ottawa/Iqaluit/Google)

by Carleton University

2.84k images2 models4

Bowfire project thumbnail

Object Detection

Bowfire

466 images2 models8

Object detection project thumbnail

Object Detection

Object detection

1

2.86k images1 model36

apple background bag banana basket bear bed beef bench bike bird board boat book bottle box bread building bus cake

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

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

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

Fire and Smoke Detector project thumbnail

Object Detection

Fire and Smoke Detector

1.58k images1 model6

smoke Fire Person

fire detection project thumbnail

Object Detection

fire detection

by moh

612 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

kjh project thumbnail

Object Detection

kjh

200 images2

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

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

fire-detection project thumbnail

Object Detection

fire-detection

by LeilaMegdiche

1.54k images1 model2

fire light smoke no-fire

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

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

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

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

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

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

Fire Detection 2 project thumbnail

Object Detection

Fire Detection 2

by ShaheenSystem1

1.08k images

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 person only project thumbnail

Object Detection

coco person only

by Ghifari Aulia Azhar Riza

2.69k 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

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

Infering large and small objects project thumbnail

Object Detection

Infering large and small objects

by Rohan Mathias

5k images3

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

CocoMinimal project thumbnail

Object Detection

CocoMinimal

by Clark Mourning

3.79k images

bicycle bus car fire hydrant json motorcycle parking meter person stop sign traffic light train truck

myproject3 project thumbnail

Object Detection

myproject3

5k images1

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

Stubble Burn& Wildfire Detection project thumbnail

Object Detection

Stubble Burn& Wildfire Detection

191 images1 model

Cloudy Fire-High_Confidence Fire-Low-Intensity Fire-Medium-Intensity bonnet bonnet-dent minor-dent moderate-dent severe-dent

myproject7 project thumbnail

Object Detection

myproject7

9k images

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

Q4_Yolo project thumbnail

Object Detection

Q4_Yolo

250 images1

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

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

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

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

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

myproject4 project thumbnail

Object Detection

myproject4

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 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

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

my_COCO2017_train4 project thumbnail

Object Detection

my_COCO2017_train4

by 3

4.18k images9

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

my_COCO2017_val project thumbnail

Object Detection

my_COCO2017_val

by

3.92k images9

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

DATA project thumbnail

Object Detection

DATA

by Sam

316 images1 model

fall fire people puddle

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

Banca project thumbnail

Object Detection

Banca

5.81k 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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