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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:

smoke other person truck car

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Custom

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:

smoke other person truck car

COCO Dataset project thumbnail

Object Detection

COCO Dataset

160

123k images35 models5.37k

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 Segmentation project thumbnail

Instance Segmentation

Fire and Smoke Segmentation

by Roboflow Universe Projects

87

201 images3 models2.65k

Logistics project thumbnail

Object Detection

Logistics

by Large Benchmark Datasets

41

99.2k images2 models1.55k

barcode car cardboard box fire forklift freight container helmet ladder license plate person qr code road sign safety vest smoke traffic light truck van wood pallet gloves traffic cone

Microsoft COCO project thumbnail

Object Detection

Microsoft COCO

by Jacob Solawetz

31

120k images1 model7.1k

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

Fire Detection for KHKT project thumbnail

Object Detection

Fire Detection for KHKT

31

11k images2 models1.38k

fire object smoke 0 1 2 3 4 Liquid Metal Solid

Fire Detection project thumbnail

Object Detection

Fire Detection

by Fire Dataset

28

8.94k images2.44k

fire smoke other

smokeandfire project thumbnail

Object Detection

smokeandfire

27

9.85k images1 model782

road traffic project thumbnail

Object Detection

road traffic

by Roboflow 100

23

814 images1 model735

bicycles bridges buses chimneys crosswalks fire hydrants motorcycles stairs taxis tractors traffic lights vehicles

COCO Dataset project thumbnail

Instance Segmentation

COCO Dataset

23

123k images28 models330

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

Fire & Smoke Detection project thumbnail

Object Detection

Fire & Smoke Detection

18

8.79k images1 model469

continuous_fire project thumbnail

Object Detection

continuous_fire

15

2.51k images3.83k

Fire Detection project thumbnail

Object Detection

Fire Detection

by situational awarnessInnovsense

15

9.56k images170

fire project thumbnail

Object Detection

fire

14

9.63k images

FireSmokeDetection project thumbnail

Object Detection

FireSmokeDetection

14

5.75k images2 models222

fire smoke Fire

Fire_detector project thumbnail

Object Detection

Fire_detector

14

4.69k images7 models182

==============================fire - v1 2024-01-12 8:02pm

Fire_Detection project thumbnail

Object Detection

Fire_Detection

by FireDetection

13

86.6k images3 models221

FIRE project thumbnail

Object Detection

FIRE

12

3.31k images1 model655

fire - v1 2023-05-30 2:36pm

fire project thumbnail

Object Detection

fire

12

2.28k images1 model

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

Mytest project thumbnail

Object Detection

Mytest

12

2.38k images1 model456

fire custom model_2 - v7 2024-05-21 5:56am

Fire and Smoke Detection project thumbnail

Object Detection

Fire and Smoke Detection

by AK

10

9.33k images3 models293

fire smoke 3 4 5 Cooking Oil Electrical Fire Gas Liquid Metal Solid default other

FireDetector project thumbnail

Object Detection

FireDetector

by UMA

10

8.78k images1 model200

Fire_Detection project thumbnail

Object Detection

Fire_Detection

by Sreyoshi Mitra

10

7.89k images1 model297

fire smoke other

fire and smoke detection project thumbnail

Object Detection

fire and smoke detection

by Middle East Tech University

10

6.39k images1 model1.55k

fire-smoke project thumbnail

Object Detection

fire-smoke

by latifa sassi

9

9.01k images1 model312

fire smoke other

fire-smoke project thumbnail

Object Detection

fire-smoke

9

6.26k images1 model244

fire smoke other

fire project thumbnail

Object Detection

fire

9

5.95k images1 model220

fire smoke Fire clear nf

DeteksiAsapApi project thumbnail

Object Detection

DeteksiAsapApi

by Deteksi Asap Api

8

6.07k images

fire-smoke-datasets project thumbnail

Object Detection

fire-smoke-datasets

8

9.43k images262

fire smoke other

Fire-Smoke-Detection project thumbnail

Object Detection

Fire-Smoke-Detection

8

5k images1 model105

fire smoke other

FireAndSmokeDataset1 project thumbnail

Object Detection

FireAndSmokeDataset1

by FireAndSmokePart1

8

8.25k images1 model133

fire smoke \c other y

Fire_Smoke_Detection project thumbnail

Object Detection

Fire_Smoke_Detection

by Object Detection for Umi

8

695 images175

Fire Smoke and Human Detector project thumbnail

Object Detection

Fire Smoke and Human Detector

7

9.75k images426

fire human smoke

Fire Dataset for YOLOv8 project thumbnail

Object Detection

Fire Dataset for YOLOv8

7

4k images911

excavator and flame project thumbnail

Object Detection

excavator and flame

7

8.13k images73

car excavator fire truck

fire project thumbnail

Object Detection

fire

6

979 images363

smoke Fire `default

Wildfire Detection project thumbnail

Object Detection

Wildfire Detection

by IPV Investigacao

6

3.11k images1 model150

fire extinguishers project thumbnail

Object Detection

fire extinguishers

6

499 images3 models77

Babcock Davis CO2 Portable FlameBrother f6A Walker Fire MC-2A Co2 Walker Fire MC2A Co2 Walker Fire MF-60 Foam Yamato YA-10NX

Fire and Smoke project thumbnail

Object Detection

Fire and Smoke

by Fire Project

6

11.9k images

fire smoke other

FireSmokeDataset project thumbnail

Object Detection

FireSmokeDataset

by CatargiuConstantin

6

21.1k images1 model159

fire smoke other

forest-fire-detection project thumbnail

Object Detection

forest-fire-detection

by Ghulam Ishaq Khan Institute

6

870 images2 models220

CourseProject project thumbnail

Object Detection

CourseProject

by ShirosWorkspace

5

5.37k images3 models21

fire person fallen sit sleeping

fire-n-smoke-detection project thumbnail

Object Detection

fire-n-smoke-detection

by Computer Vision

5

9.01k images1 model72

infrared Fire2 project thumbnail

Object Detection

infrared Fire2

by hanyang university

5

877 images

FIRE AND sMOKE DETECTION project thumbnail

Object Detection

FIRE AND sMOKE DETECTION

5

815 images84

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