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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 bicycle train bench

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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 bicycle train bench

ms coco 2017 project thumbnail

Object Detection

ms coco 2017

by New Workspace

4.61k images

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

data label project thumbnail

Object Detection

data label

by cocojson to yolov10txt

5k images

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

a project thumbnail

Object Detection

a

by DETECTION OBJET

674 images1 model

-fire-perssone-limiaur Fire Personne

Fire_smoke_detection project thumbnail

Object Detection

Fire_smoke_detection

2.81k images2 models

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

my_COCO2017_train3 project thumbnail

Object Detection

my_COCO2017_train3

by

4.94k images8

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

object 4 project thumbnail

Object Detection

object 4

3k images

airplane backpack baseball glove bench bicycle bird bottle broccoli bus cake car carrot cat chair couch cup dining table donut fire hydrant fork

coco_big2014 project thumbnail

Object Detection

coco_big2014

3k images1

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

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

prueba personaas project thumbnail

Object Detection

prueba personaas

by RobocupHome Portugal

8.99k images2 models1

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

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)

mixed project thumbnail

Instance Segmentation

mixed

206 images

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

DatasetFire project thumbnail

Object Detection

DatasetFire

2k images1 model

Dataset Format Conversion project thumbnail

Object Detection

Dataset Format Conversion

by Capstonefinal

5k images1 model1

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

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

fire and smoke project thumbnail

Instance Segmentation

fire and smoke

by Fire and Smoke datasheet

302 images2 models1

COCO-Object-Detection-Project project thumbnail

Object Detection

COCO-Object-Detection-Project

by Jintos Project

1.2k images2 models2

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

COCO project thumbnail

Object Detection

COCO

by object detection

7.78k images1 model25

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

CamExplor project thumbnail

Object Detection

CamExplor

by Roskilde University

5k images2

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

fire_dataset_1 project thumbnail

Object Detection

fire_dataset_1

1.38k images

fire smoke other

myproject5 project thumbnail

Object Detection

myproject5

1.62k images

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

Vasq project thumbnail

Object Detection

Vasq

5k images

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

X project thumbnail

Object Detection

X

5k images3

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

EagleNav_Full project thumbnail

Object Detection

EagleNav_Full

by Isidoros Workspace

123k images

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

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

My First Project project thumbnail

Object Detection

My First Project

2.82k images

building drone fire helicopter plane smoke tank armoured vehicle canon civilian militry truck missile soldier

Fire_smoke project thumbnail

Object Detection

Fire_smoke

2.2k images1 model

visit project thumbnail

Object Detection

visit

100 images

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

Frigate Homoe Model project thumbnail

Object Detection

Frigate Homoe Model

by Jons Workspace

3.08k images

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

Car project thumbnail

Object Detection

Car

by qin

177 images

airplane apple backpack banana bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot cat chair

coco project thumbnail

Object Detection

coco

4.83k 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

Semantic Segmentation

Coco

300 images1 model2

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

pantau2 project thumbnail

Object Detection

pantau2

by videosurveillance

2.74k images1 model1

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

Non-fire project thumbnail

Object Detection

Non-fire

5.54k images

==============================fire-detection - v10 2025-02-13 9:27pm

Person project thumbnail

Object Detection

Person

1k images1 model3

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

asd1 project thumbnail

Object Detection

asd1

1.09k images

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

coco_2017 project thumbnail

Object Detection

coco_2017

by SeungwookJeon

5.52k images9

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

1.99k images3 models

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

Re train Fire project thumbnail

Object Detection

Re train Fire

27 images

My First Project project thumbnail

My First Project

842 images

fire Unlabeled cloudy flood rain

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

MyProject7 project thumbnail

Object Detection

MyProject7

2.33k images4

aeroplane 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

128 images

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

gun-fire project thumbnail

Object Detection

gun-fire

400 images1

pistol smoke Fire

full_data project thumbnail

Object Detection

full_data

by New Workspace

5.69k images1 model4

aeroplane 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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