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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:

stamp signature manuscript-date signature-stamp graphic

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Custom

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

# 4. Get your results
print(result)

Top Manuscript Datasets and Models

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

Related Objects of Interest:

stamp signature manuscript-date signature-stamp graphic

Document Detection project thumbnail

Object Detection

Document Detection

by Uma

492 images3 models

signature manuscript-date signature-stamp stamp

macro-segmentation-kaer8-yajkb-blok project thumbnail

Object Detection

macro-segmentation-kaer8-yajkb-blok

by Roboflow 100-VL

1.2k images

Graphic Graphic Decoration Graphic Head Main Entry Main Entry Continued Main Head Main List Main Paragraph Main Paragraph Catalogue Description Margin Text Manuscript Addendum Margin Text Note Numbering Running Title Stamp Stamp Sticker Title Page Zone

Document Detection 2 project thumbnail

Object Detection

Document Detection 2

by Uma

492 images

signature manuscript-date stamp

Document Detection B2BC project thumbnail

Object Detection

Document Detection B2BC

by Uma

359 images1 model

signature manuscript-date signature-stamp stamp

macro-segmentation-kaer8-yajkb-fsod-blok project thumbnail

Object Detection

macro-segmentation-kaer8-yajkb-fsod-blok

by Roboflow 100-VL FSOD

320 images1 model

Graphic Graphic Decoration Graphic Head Main Entry Main Entry Continued Main Head Main List Main Paragraph Main Paragraph Catalogue Description Margin Text Manuscript Addendum Margin Text Note Numbering Running Title Stamp Stamp Sticker Title Page

OCV Area Extract project thumbnail

Object Detection

OCV Area Extract

by OCR Area Extract

79 images

header signature table footer manuscript objects pagination stamp watermark

National Gallery of Art project thumbnail

Instance Segmentation

National Gallery of Art

by SA-Co Silver Dataset

845 images

animal background bag baseball bat belt bench bicycle bird block boat bolt book boot bowl box building button cabinet can candle

visual_properties_2 project thumbnail

Object Detection

visual_properties_2

by signature detection

97 images2 models

signature manuscript-date signature-stamp stamp

macro-segmentation-kaer8-fsod-nnld project thumbnail

Object Detection

macro-segmentation-kaer8-fsod-nnld

by Roboflow100VL FSOD

324 images

Graphic Graphic Decoration Graphic Head Main Entry Main Entry Continued Main Head Main List Main Paragraph Main Paragraph Catalogue Description Margin Text Manuscript Addendum Margin Text Note Numbering Running Title Stamp Stamp Sticker Title Page Zone

132 project thumbnail

Object Detection

132

by Aleksey Bezruchko

213 images

manuscript-date signature-stamp stamp

Test4 project thumbnail

Object Detection

Test4

1.34k images1 model

docs-for-testing-diff-RFDETR project thumbnail

Object Detection

docs-for-testing-diff-RFDETR

by Uma

26 images

signature manuscript-date stamp

sdasqw12323e12312312312312cc project thumbnail

Instance Segmentation

sdasqw12323e12312312312312cc

by asdqwe123123zxc

135 images2 models

Binding Crack Frame Hole Manuscript Sticker

manuscript object-detection F project thumbnail

Object Detection

manuscript object-detection F

by New Workspace

1.03k images

body header filler footer manuscript-object-detection-F s_body side_text

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