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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 controlled fire fire arcade ashtray

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Custom

Try Controlled 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": "controlled"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Controlled Datasets and Models

The datasets below can be used to train fine-tuned models for controlled 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 controlled fire fire arcade ashtray

stage project thumbnail

Object Detection

stage

by fvq

1

3.11k images1 model9

fire smoke Controlled Fire Fire Smoke nofire

Fire-Model project thumbnail

Instance Segmentation

Fire-Model

1.72k images2 models

Controlled-Fire Fire Non-Fire Smoke

protect project thumbnail

Object Detection

protect

by app

9.99k images2 models5

boot fall glasses glove mask person vest Controlled Fire Fire Smoke Spill bare_arm hard_hat no_glove no_hard_hat no_mask no_vest

smoke_detect project thumbnail

Object Detection

smoke_detect

1.27k images

fire smoke Controlled Fire Fire Smoke

fire classification llms project thumbnail

fire classification llms

1

118 images

Unlabeled controlled fire dangerous fire no fire

Ivica project thumbnail

Object Detection

Ivica

by cc

573 images1 model2

Cell Cell-Multi Controlled Fire No-Anomaly Shadowing Smoke Unclassified Vatrica

Fire project thumbnail

Object Detection

Fire

479 images1 model1

Controlled Fire Smoke Vatrica

fire project thumbnail

Object Detection

fire

479 images

Controlled Fire Fire Smoke

ICTVjezba3 project thumbnail

Object Detection

ICTVjezba3

by Anela Dujmov

465 images1 model6

Controlled Fire Smoke Vatrica

Fire Detection project thumbnail

Object Detection

Fire Detection

479 images

Controlled Fire Fire Smoke

Smoke detect project thumbnail

Object Detection

Smoke detect

by Smoke detection

200 images

Controlled Fire Fire Smoke

MIT Indoor Semantic Segmentation project thumbnail

Semantic Segmentation

MIT Indoor Semantic Segmentation

2

2.58k images34

airplane apple backpack bag ball balloon banana baseball basket bear bed belt bench bicycle block boar board boat body boiler

Fire and smoke detection project thumbnail

Object Detection

Fire and smoke detection

by AI training course

1

479 images2 models97

Controlled Fire Fire Smoke

fire project thumbnail

Object Detection

fire

by Digitalna Dalmacija

470 images7

Controlled Fire Smoke Vatrica

Fires project thumbnail

Object Detection

Fires

by YOLOv5 project

479 images16

Controlled Fire Fire Smoke

hotel_lobby_lounge_dining project thumbnail

hotel_lobby_lounge_dining

1.08k images

chair door lamp laptop window -x air vent art bakset basket bowl butter dish cabinets candle ceiling chair chandelier cup cupboard door hutch jug lamp light switch pitcher plate pool ball pool table serving dish serving pot stack of plates table tea cup up Ashtray Chair Coffee Table Countertop Cupboards Stool couch electrical outlet floor knob stool tile wall window Bookcase Lamp PictureFrame table window CandleHolder Chair Table painting Candlestick Clock Flowers Turtleshell Vase armchair books Cas Lios armchair basket of acorns bird figure books bowl box coffee tablwe couch figurine fireplace glass sculpture -X golden figurine painting pillow plant plate pokers -fireplace tools rug sculpture -X table table lamp wall Door Light bongo drums candelabrum crucifix drop light lamp red cushion sofa Furniture KNIFE area rug book books on shelf bowl bread plate brick wall and floor butter knife candle candle stick holder candle stick in holder ceiling chair chair back chair bottom chandelier cove decorative bowl decorative dish decorative plate dining table door doorknob drawer drawer handle flame floor flower in vase flowers fork gravy boat hinge iron knife log mantle napkin pitcher plant in pot plate plate on stand poker potted flowers servering dish serving dish shovel slice of bread soup and salad dish soupl and salad dish spoon stand tea pot treasure box vase wall wine glass Kissen box lamp mirror tumbler vase Lamp TV bag balcony chair door hi-fi rug shelves speaker window Lamp archway baseboard candle carpet, rug chair charger curtain dining table floor french window houseplant lamp picture sideboard vase People Art Decor chair circular mirror lamp moulded plastic dining chair plate table top Picture TELEPHONE box ceiling fan lamp magazines paper pen phone pillow small table sofa vase wardrobe window

Fire-Model project thumbnail

Semantic Segmentation

Fire-Model

by Amans Workspace

249 images

Controlled-Fire Fire Non-Fire Smoke

Obstacle Detection_BI project thumbnail

Object Detection

Obstacle Detection_BI

by Obstacle Detection

2.79k images1 model

airplane apple backpack bag ball balloon banana baseball basket bear bed bell pepper belt bench bicycle block boar board boat body

My First Project project thumbnail

My First Project

by Classificationdisorders

23.8k images2 models

Autistic Controlled Mild Impairment Moderate Impairment PD Very Mild Impairment glioma meningioma pituitary

Rajshahi_Urban_Waste_Audit project thumbnail

Object Detection

Rajshahi_Urban_Waste_Audit

213 images4 models

Medical waste Municipal-Waste controlled waste uncontrolled waste

Fire-Detection project thumbnail

Instance Segmentation

Fire-Detection

1.14k images

car cat horse person pickup truck Cat Controlled-Fire Dog Fire Non-Fire Smoke

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