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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:

cleaning-required crack water-stagnation damaged-bus-stop damaged-kerb

Images

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Try Required Detection API

Run on custom image

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# 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": "required"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Required Datasets and Models

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

Related Objects of Interest:

cleaning-required crack water-stagnation damaged-bus-stop damaged-kerb

printix-diamond project thumbnail

Object Detection

printix-diamond

by objectdetection

31 images

0 1 2 3 4 5 6 7 8 9 Copy Fax FirstJob Forgot code ID Code PIN code Print PrintJob Printing Printix

printix-moonstone project thumbnail

Object Detection

printix-moonstone

by objectdetection

25 images

0 1 2 3 4 5 6 7 8 9 AuthLocalDevice AuthPrintix Copy Fax FirstJob Forgot code ID Code PIN code Print PrintJob

Vame Activity project thumbnail

Object Detection

Vame Activity

by abdullah3103

539 images1 model

Collaborate Frame Preparation Loading Required Machine Housekeeping Waiting-Idle

test project thumbnail

Object Detection

test

5.44k images

0 1 10 100 101 102 103 104 105 106 11 12 13 14 15 16 17 18 19 2

Bruhandsnnas project thumbnail

Instance Segmentation

Bruhandsnnas

by attack on titan

106 images4 models

Laptop-Screen Required Slicer

Final Data(HTD) project thumbnail

Object Detection

Final Data(HTD)

by Garudalytics

72 images

body circle clock close date empty gun line mobile name object short table tank text window -100 20 256

Text Finder project thumbnail

Object Detection

Text Finder

by RTLTextDetectie

960 images2

airport back bike book building can car card close coffee coin danger door drink equipment fresh good house human line

pdf project thumbnail

Object Detection

pdf

175 images

0 Article-Type History Dates Keyword Not Required ORCID iD ORCID iD URL Title

Vame Activity 2 project thumbnail

Object Detection

Vame Activity 2

by abdullah3103

539 images

Collaborate Frame Preparation Loading Required Machine Housekeeping Waiting-Idle

Tomato project thumbnail

Object Detection

Tomato

by SRA

130 images1 model

weed Plants Tomato water required

Sexing Ai project thumbnail

Object Detection

Sexing Ai

500 images2 models

Closer-image-required Female Hermie Male Not-a-plant Too-early-to-tell

test project thumbnail

Instance Segmentation

test

81 images

CLEANING-REQUIRED

- project thumbnail

Object Detection

-

31 images1 model1

-Date Input Dropdown Input File Input HDYHAU Multiple Choice Selection Next Optional Question Required Checkbox Required Question Select one or more Text Dropdown Input Text Input

PaddyTillage-EffectiveState-Seg project thumbnail

Instance Segmentation

PaddyTillage-EffectiveState-Seg

by New Workspace

236 images

field_interior tillage-required

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