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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

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glass dog tree bottle person

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

# 4. Get your results
print(result)

Top Background Datasets and Models

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

Related Objects of Interest:

glass dog tree bottle person

icon material project thumbnail

Semantic Segmentation

icon material

1.01k images2 models18

background brick glass metal carpet ceiling boards ceramic concrete latex painting plaster tiles timber

pub project thumbnail

Object Detection

pub

by pub

168 images

African Descent Alcohol Animal Antibiotic Baby Bee Bird Blond Hair Blue Bread Breakfast Breakfast Cereal Broccoli Burger Business Cable Calculator Capsule Cheese Chef

Gold Metaclip Merged B Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged B Release Test

by SA-Co Gold Dataset

606 images

avocado bag ball bed board body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap car

Gold Metaclip Merged A Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged A Release Test

by SA-Co Gold Dataset

606 images

airplane avocado bag ball bed belt body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap

Gold Crowded Merged C Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged C Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

Object detect 2 project thumbnail

Object Detection

Object detect 2

by GNA

146 images8

background bottle person

Indian Currency 2 project thumbnail

Indian Currency 2

672 images1 model2

10 100 20 200 2000 50 500 Background

GARBAGE_CLS project thumbnail

GARBAGE_CLS

3.73k images2

background glass metal paper plastic trash biological

Obj detect project thumbnail

Object Detection

Obj detect

1.44k images2 models

background chair door people table window cupboard

Gold Crowded Merged A Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged A Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

ppe project thumbnail

Object Detection

ppe

by ppe

100 images

Gold Crowded Merged B Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged B Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

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

smart project thumbnail

Object Detection

smart

894 images1 model

background metal paper plastic organics

waste selesai labeling project thumbnail

Object Detection

waste selesai labeling

1.21k images

background glass metal paper plastic electronic organic

My First Project project thumbnail

Object Detection

My First Project

7.88k images2 models

background CARDBOARD GLASS METAL PAPER PLASTIC

garb project thumbnail

Object Detection

garb

3.43k images5

background battery cardboard biological brown-glass

thirdvision-pls project thumbnail

Object Detection

thirdvision-pls

by try

2

3.92k images

background baseball bat hammer pistol rifle crow bar ice pick long knife pocket-knife

Random_images project thumbnail

Object Detection

Random_images

129 images

YOLOv10-LouHeb project thumbnail

Object Detection

YOLOv10-LouHeb

6.31k images1

Background CorrosionStain Crack Efflorescence ExposedBars Spallation

geometries project thumbnail

Object Detection

geometries

221 images1

abstract brown blobs with fabric texture abstract brown blobs with fabric texture [in]abstract geometric shapes in gray background abstract geometric shapes in gray background [out]abstract green object with rock and wood sticks in yellow background abstract green object with rock and wood sticks in yellow background [in]abstract iridescent glass in black background abstract iridescent glass in black background [in]abstract orange sofa with light in dark pink background abstract red wavy gradient fabric abstract red wavy gradient fabric [in]abstract translucent geometric shapes in gray background abstract translucent geometric shapes in gray background [in]abstract wavy gradient glass abstract wavy gradient glass [in]black credit card on blue rocks in pale blue background black credit card on blue rocks in pale blue background [out]blue and orange translucent blocks on table blue and orange translucent blocks on table [in]blue and pink fabric blobs

Coffee Cups project thumbnail

Object Detection

Coffee Cups

134 images5 models67

background coffee cup object 0 1 Coffee-Mug Cup Gelas adam akbaba aydınlık balık ev kadın karanlık karton-bardak kuş köpek mugs

indian_groceries_dataset project thumbnail

Object Detection

indian_groceries_dataset

42 images

background colgate kurkure kurkure-oreo-lays-colgate-maggi lays maggi oreo

Data annotation Project project thumbnail

Object Detection

Data annotation Project

by data labeling prj

25 images

background main_product packaging secondary_item

mask detection project thumbnail

Object Detection

mask detection

31 images

mask bg (background)improper_mask no_mask

flushing_ratio project thumbnail

Instance Segmentation

flushing_ratio

by poseestimationpines

495 images

background 0 0 0 0 1 0 1 1 0 1 1 10 11 12 13 14 16 17 18 2 21 22 26 28 29 3 33

Logo_detection 2 project thumbnail

Object Detection

Logo_detection 2

1.79k images

background airtel banglalink grameenphone robi teletalk

Schafkopfkarten project thumbnail

Object Detection

Schafkopfkarten

6k images

background 10B 10E 10H 10S 6B 6E 6H 6S 7B 7E 7H 7S 8B 8E 8H 8S 9B 9E 9H

theft7 project thumbnail

Object Detection

theft7

by Theftdetection

938 images

Background Bicycle Bird Cattle Dog Goat Gun Monkey Motorcycle Person

Construction Site project thumbnail

Object Detection

Construction Site

by TFG

16.7k images

background excavator glasses helmet human mask vest boots bulldozer dump_truck ear_protection gloves road_roller wheel_loader

cl ult champ2 project thumbnail

Object Detection

cl ult champ2

by CL ULT CHAMP 2

1

291 images2 models

table Background Pencils Wall pencils

test project thumbnail

Instance Segmentation

test

1

79 images

background cabinet sofa curtain cushion

tombini e pozzetti seg project thumbnail

Instance Segmentation

tombini e pozzetti seg

by Tombini e pozzetti

5.76k images

Background Circular Drainage Rectangular

background project thumbnail

Object Detection

background

32 images

background cloud cyclist tree sea

BlueStainV1 project thumbnail

BlueStainV1

987 images2

background 0 100 33 66 Unlabeled

Sign language project thumbnail

Object Detection

Sign language

by Chrsit university

293 images1 model26

book face tube A Background C D E F G H I I (alphabet)I am fine I am good J K L M My

saddle classifier project thumbnail

saddle classifier

by jhujs Workspace

94 images3 models

background defect perfect

robber project thumbnail

Object Detection

robber

1.22k images1

background robber tolasing_ganesh

Object Detection Uchi-Jere project thumbnail

Object Detection

Object Detection Uchi-Jere

34 images1 model

background bottle pen pencil bottles-pens-pencil-mouse tag

data con project thumbnail

Object Detection

data con

by datacodebrim

1.02k images

Background CorrosionStain Crack Efflorescence ExposedBars Spallation

Birthday project thumbnail

Birthday

by New Workspace

167 images1

background trash Unlabeled filler starter

rohvalworks instance 2 project thumbnail

Instance Segmentation

rohvalworks instance 2

1

171 images

background wall ceiling

thirdvision-2 with added blunt objects project thumbnail

Object Detection

thirdvision-2 with added blunt objects

by try

3.41k images

background baseball bat hammer pistol rifle crow bar ice pick long knife pocket-knife sumpak

LaPa-COCO project thumbnail

Instance Segmentation

LaPa-COCO

1

2k images31

background nose hair inner mouth left eye left eyebrow lower lip right eye right eyebrow skin upper lip

Batik Segmentasi project thumbnail

Instance Segmentation

Batik Segmentasi

by New Workspace

32 images

Palung Symbol S bulat objects palung2 wajik wajik background wajik2 wajik3 wajik4

AutonomousCar project thumbnail

Semantic Segmentation

AutonomousCar

242 images

Floor None base-background-layer-segmentation

Showing 1 - 50 of 300