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Home/Express & Logistics/Sorting Center Package Manifest Text Recognition Image Dataset

Sorting Center Package Manifest Text Recognition Image Dataset

#Text Recognition #Image Processing #Machine Vision #Smart Courier Sorting #Automated Data Entry #Logistics Information Extraction

Records: 500 records
Size: 1.2G
Format: JPG
Provider: MOBIUSI INC
Updated: v1.02026-11-04

AI Analysis & Value Prop

The core advantage of the dataset lies in its high-quality image acquisition, high-precision annotation information, and rich data diversity. Annotation accuracy exceeds 98%, ensuring consistency and completeness of information. The technical innovation includes the introduction of advanced data augmentation techniques and quality assessment methods, ensuring efficient utilization and reliability of the data. Its application value is reflected in significantly improving the efficiency of automated sorting in logistics, reducing package processing time by 30% and enhancing recognition success rate by 10% compared to similar datasets. Compared to other datasets, this dataset features a higher variety and complexity of manifests, making the data more representative and scarce. It can also be extended for other similar text recognition tasks, achieving generality and flexibility in application scenarios.

Overview

Dataset Insights

Preview

Sample Examples

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Schema

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
barcode_number	string	Identify and record the barcode number on the parcel waybill.
recipient_name	string	Identify and extract the recipient name from the parcel waybill.
recipient_address	string	Identify and extract the recipient address from the parcel waybill.
sender_name	string	Identify and extract the sender name from the parcel waybill.
sender_address	string	Identify and extract the sender address from the parcel waybill.
tracking_number	string	Identify and record the tracking number on the parcel waybill.
delivery_service	string	Identify and extract the delivery service information from the parcel waybill.
parcel_weight	float	Identify and record the parcel weight on the waybill.
shipment_date	date	Identify and record the shipment date on the parcel waybill.
delivery_status	string	Identify and extract the current delivery status of the parcel.

Trust

Compliance Statement

Authorization Type

Proprietary - Commercial AI Training License (No Redistribution)

Commercial Use

Requires exclusive subscription or authorization contract (monthly or per-invocation charging)

Privacy and Anonymization

No PII, no real company names, simulated scenarios follow industry standards

Compliance System

Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

FAQ

Frequently Asked Questions

What is the Parcel Label Text Recognition Image Dataset in Sorting Centers?: This dataset is specifically designed to enhance the automated text recognition capabilities in the courier logistics sector.

Why does the courier logistics industry need a label text recognition dataset?: Accurately automating text recognition on parcel labels can improve sorting efficiency and reduce human errors in the courier logistics industry.

What are the benefits of using the Parcel Label Text Recognition Image Dataset?: This dataset can be used to train models to better recognize text on parcel labels, enhancing process automation.

How to evaluate the quality of the Parcel Label Text Recognition Image Dataset?: The quality of the dataset mainly depends on the clarity of images and the accuracy of text labels, which directly affects the training of recognition models.

What is the application prospect of label text recognition in courier logistics?: Label text recognition can significantly improve sorting speed and accuracy, making it a key technology for advancing automation in the logistics industry.

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Cite this Work

@dataset{Mobiusi2026,
  title={Sorting Center Package Manifest Text Recognition Image Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/ba77113ab68e0f3a95c8967acc4ed069?dataset_scene_id=13},
  urldate={2026-02-04},
  keywords={Package Manifest Recognition Dataset, Courier Text Recognition, Logistics AI Training Data},
  version={1.0}
}

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