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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

Related Objects of Interest:

door person window chair toilet

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

# 4. Get your results
print(result)

Top Staircase Datasets and Models

The datasets below can be used to train fine-tuned models for staircase detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.

Related Objects of Interest:

door person window chair toilet

obj_segmentation_30-08-2024 project thumbnail

Instance Segmentation

obj_segmentation_30-08-2024

4

1.04k images1 model10

Column Door Double-Door Sliding Door Staircase Window

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

GSV project thumbnail

Object Detection

GSV

2

2.15k images1 model9

door house [garagedoor staircase step

indoor project thumbnail

Semantic Segmentation

indoor

by Jacks Workspace

2

740 images1 model24

basket book bottle clock clothes door floor lamp notebook package people plant shelf sign stand suitcase table text tray wall

old_obj_detection_new_img_jun2024 project thumbnail

Object Detection

old_obj_detection_new_img_jun2024

2

941 images1 model10

Column Door Double-Door Sliding Door Staircase Window

StarVision project thumbnail

Object Detection

StarVision

by [email protected]

1

8.35k images18

bench cat chair cone dog package person pole pothole stair table window Ambulance Bus BusStop Car Exit Motorcycle Truck \

Traffic project thumbnail

Object Detection

Traffic

by Lu

1

9.86k images1 model12

bus tram bus-number-plate bus-stop covered-bus-stop green-minibus private-vehicle red-minibus safety-barrier safety-bollard staircase traffic-light tram-number-plate white-zebra-crossing yellow-zebra-crossing

Image recognition project thumbnail

Object Detection

Image recognition

1

7.5k images3 models9

camera candle dustbin mug paper pen pillow plant t shirt tree wire Badminton racquet Bike Bottle CD Car Cctv_camera Cell_Phone Chain Contact_case

traffic project thumbnail

Object Detection

traffic

1

5.15k images1 model18

bus tram bus-number-plate bus-stop green-minibus private-vehicle red-minibus safety-barrier safety-bollard staircase traffic-light tram-number-plate white-zebra-crossing yellow-zebra-crossing

VTAR11 project thumbnail

VTAR11

1

2.39k images1 model8

Toddler Drinking Toddler Sleeping Toddler crying Toddler eating Toddler on staircase Toddler palying stacking ring Toddler playing swing Toddler with knife Toddler yawning Unlabeled W-sitting baby smiling

Estima_ai project thumbnail

Instance Segmentation

Estima_ai

1

2.57k images1 model

Balcony Bathroom Bedroom Closet Diningroom Garage Hall Kitchen Livingroom Mech Office Other Patio Staircase Toilet WD

smart glasses with ai project thumbnail

Object Detection

smart glasses with ai

by New Workspace

1

97 images1

car door fence person pole traffic light traffic sign tree staircase

old_obj_segmentation-21-08-2024 project thumbnail

Instance Segmentation

old_obj_segmentation-21-08-2024

1

941 images10

Column Door Double-Door Sliding Door Staircase Window

object_detection project thumbnail

Object Detection

object_detection

by Floor Plan Segmentation

1

1k images1 model16

Column Door Double-Door Sliding Door Staircase Window

Traffic project thumbnail

Object Detection

Traffic

1

9.85k images11

bus tram bus-number-plate bus-stop green-minibus private-vehicle red-minibus safety-barrier safety-bollard staircase traffic-light tram-number-plate white-zebra-crossing yellow-zebra-crossing

again project thumbnail

Object Detection

again

6.79k images

1 14 141 142 144 146 153 154 155 162 163 164 166 168 170 171 172 173 187 189

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

BAGO project thumbnail

Object Detection

BAGO

550 images1 model

chair door person table Staircase

crime project thumbnail

Object Detection

crime

by LEE

1k images3

fence pipe vegetation window entrance external-stairs piloti staircase-window street-parking

stairV2 project thumbnail

Object Detection

stairV2

1.1k images

RITA project thumbnail

Object Detection

RITA

by QuadrupedTerrainDetection

500 images

Quadruped Stones sand staircase

VTAR9 project thumbnail

VTAR9

by TAR

1.44k images5

Toddler Drinking Toddler Sleeping Toddler crying Toddler eating Toddler on staircase Toddler palying stacking ring Toddler playing swing Toddler sleeping Toddler with knife Toddler yawning

exhibition hall project thumbnail

Object Detection

exhibition hall

1k images1 model

backpack box chair desk door fire extinguisher motorcycle person table tree window banner light bulb miscellaneous pillar staircase tiled floor trash bin

GSDAI-Dataset-01 project thumbnail

Instance Segmentation

GSDAI-Dataset-01

1k images1 model3

door floor wall window carpet ceiling furniture staircase

Object_detection project thumbnail

Object Detection

Object_detection

5.54k images1 model4

dog dustbin manhole person pole barriercone benches poop staircase

Sights of Nizhny Novgorod project thumbnail

Object Detection

Sights of Nizhny Novgorod

by Roman Zhotin

1.07k images5

Alexander Nevsky Cathedral Chkalovskaya staircase Dmitrievskaya tower Nizhny Novgorod Fair sights-of-nizhny-novgorod

My First Project project thumbnail

Object Detection

My First Project

89 images

battery cabinet chair clock computer door fire extinguisher hammer helmet ladder person scissors screwdriver shelf sink square table tape trash window

Recaptcha-mosaic-uploaded project thumbnail

Instance Segmentation

Recaptcha-mosaic-uploaded

759 images1 model1

Staircase Traffic lights bicycles buses motorcycles

Capstone1 project thumbnail

Object Detection

Capstone1

2.77k images2 models7

chair door person table Staircase

new_yolo project thumbnail

Object Detection

new_yolo

30 images2

bench board book building camera chair cheetah door elephant fan floor giraffe grass laptop logo oven people plant printer remote

Blind people object detection project thumbnail

Object Detection

Blind people object detection

by Blind people object detection

1.02k images1 model10

bottle dustbin mirror person toilet toothbrush Suitcase/Luggage Switch-Box staircase stove

Equipment Detection project thumbnail

Object Detection

Equipment Detection

27 images1

Staircase Support Tank Valve

Ai Led Image Recognition project thumbnail

Object Detection

Ai Led Image Recognition

7.5k images3 models11

camera candle dustbin mug paper pen pillow plant t shirt tree wire Badminton racquet Bike Bottle CD Car Cctv_camera Cell_Phone Chain Contact_case

Traffic project thumbnail

Object Detection

Traffic

187 images1

bus tram bus-number-plate bus-stop green-minibus private-vehicle red-minibus safety-barrier safety-bollard staircase traffic-light tram-number-plate white-zebra-crossing yellow-zebra-crossing

civil components project thumbnail

Object Detection

civil components

by Isaac Agyemang

100 images1

My First Project project thumbnail

Object Detection

My First Project

by major project

62 images1 model

manhole objects staircase

Blind ML model training project thumbnail

Object Detection

Blind ML model training

by New Workspace

70 images1

+.Board Dog Door Flower Flowers Flowrrs People Person Staircase Tree Trees

AI-Led Image Recognition project thumbnail

Object Detection

AI-Led Image Recognition

7.5k images2 models1

camera candle dustbin mug paper pen pillow plant t shirt tree wire Badminton racquet Bike Bottle CD Car Cctv_camera Cell_Phone Chain Contact_case

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