Datasets:
π§Ή BWS Maid Service: Compliance-Native Multimodal Tokens (V1)
π‘οΈ Engineering Evaluation Sandbox (Active 7-Day Access)
- Technical Ingestion Portal:
s3://createphotos(Whitelisted buckets only)- Secure Evaluation Link: Download BWS_Maid_Service_V1_Enterprise_POC.zip
- Direct Manifest Auditor: BWS Forensic Manifest Repository
- Procurement: All assets are 2026 US CLEAR Act compliant. Access is granted to whitelisted engineering nodes only. Forward your AWS Account ID to info@brettwilliams.org for permanent production whitelist access.
This repository serves as the engineering evaluation sandbox for Brett Williams Studios LLC. It contains highly specialized, rights-managed visual training tokens capturing service industry roles, uniform drape geometries, and everyday professional spatial environments.
Defusing the Historical Contract Bottleneck: Captured prior to 2022βbefore modern AI foundation models existedβthis archive utilizes an advanced Total Face Neutralization process. This provides your engineering and legal teams with an airtight hedgeβcompletely removing biometric landmark arrays, Right of Publicity exposure, and CCPA/GDPR personal data liabilities, while fully preserving high-fidelity environmental context and uncompressed uniform textures.
π The Core S3 Bucket Architecture
We utilize a concrete three-tier cloud storage architecture for immediate pipeline integration:
- 1. Preview Node (
s3://createphotos): Staged with evaluation zip packages containing dedicated uniform-industry metadata manifests. - 2. Secured Engine (
s3://bws-delivery-payloads-2026): Staged with production-grade service industry RAW assets, block-buffered forensic track files, and master parquet manifests. - 3. Delivery Pipeline (
s3://master-sales): Folders 01β18 designed for custom enterprise drops via time-limited 7-day presigned whitelist links.
βοΈ Legal Architecture & Risk De-Risking
- Federal Regulatory Alignment: Fully optimized to satisfy the 2026 US CLEAR Act reporting mandates and state-level disclosure rules (AB 2013). Delivered with automated, block-buffered SHA-256 forensic tracking logs.
- Absolute Chain of Title: 100% proprietary, creator-owned source captures. Absolute copyright authority is held under 17 U.S.C. Β§ 106 (US Copyright Reg: VA 2-196-154). Zero scraped or gray-market data.
π Commercial Pricing & Procurement
We operate on transparent, high-velocity enterprise pricing to accelerate your model training cycles. To request a formal Statement of Work (SOW), trigger a validation invoice, or whitelist your engineering team's AWS Account ID for secure cross-account bucket access, contact our procurement node:
info@brettwilliams.org
(Please include your organization name, intended VLM/spatial use case, and requested deployment scale).
π Quick Start Evaluation
from datasets import load_dataset
dataset = load_dataset("BWS-Data-Solutions/11-Maid-Service-30-Enterprise-CLEAR-Compliant-POC")
# View a service industry token sample
example = dataset["train"][0]
example["image"].show()
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