BWS-Data-Solutions/Anonymized-Maid-Service-V1-Preview

BWS Maid_Pro: Commercial Training Archive (V1)

BWS Maid_Pro is a curated, rights-managed image dataset designed for evaluation, internal development, and commercial licensing.

Overview

This release includes anonymized preview assets, structured metadata, and AWS-only delivery for approved purchasers.

What’s Included

• Maid_ServiceAnonymized_JpeGs.zip: Licensed image archive.
• Anonymized_Maid_Pro_Enhanced_Manifest.csv: Metadata manifest.
• /Samples: Watermarked preview images for evaluation and pipeline testing.

Commercial Access

Evaluation Tier — $500 USD

Includes a 50-asset unwatermarked sample pack for direct evaluation.
The evaluation fee is credited toward full acquisition if purchased within 30 days.

Full Enterprise Acquisition — $5,500 USD

Includes full access to the licensed dataset, all associated assets, and the delivery manifest.

Originals by Inquiry

Original image access is available only after rights review and written approval.

Delivery

All dataset delivery is fulfilled via AWS only.

Approved purchasers receive access through a customer-managed Amazon S3 bucket or equivalent AWS delivery workflow.

Usage Restrictions

Unless explicitly granted in writing, this dataset may not be:

• Redistributed.
• Resold or sublicensed.
• Published or mirrored.
• Used in advertising or promotional materials.
• Used to create a competing dataset.

Buyer is responsible for ensuring compliance with applicable laws, privacy obligations, and third-party rights.

Contact

For procurement requests, custom licensing, or AWS delivery setup:

info@brettwilliams.org

Please include your organization name, intended use case, and requested license tier.

Getting Started

from datasets import load_dataset

dataset = load_dataset("BWS-Data-Solutions/Anonymized-Maid-Service-V1-Preview")
example = dataset["train"]
example["image"].show()