datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
PlanetArt-POC
PLA Benchmark Database
Features
PlanetArt Custom Dataset for Best Photo POC only.
Meta-data: ratings, popularity, indicators, tags (.csv files)
metadata.csv
image_name: name of the image, based on a dataset specific ID
quality_mos: the quality mean opinion score (MOS) of the image
TiPAI-POC-Faithfulness
TiPAI-POC: Patch-Level Faithfulness Dataset
Dataset Description
This dataset contains text-to-image generation samples with patch-level faithfulness scores and systematic failure variations.
Each base prompt has 4 variations:
v0_original: Correct prompt (chosen baseline)
v1_attribute: Wrong color/size/material
v2_object: Swapped/wrong main object
v3_spatial: Wrong spatial relation or count
Purpose: Training patch-level preference models for text-to-image alignment… See the full description on the dataset page: https://huggingface.co/datasets/kapilw25/TiPAI-POC-Faithfulness.BWS-Privacy-Blurred-POC
🌫️ Privacy-Native Blurred Environments: Compliance-Native Multimodal Tokens (POC)
🛡️ Engineering Evaluation Sandbox (Active 7-Day Access)
Technical Ingestion Portal: s3://createphotos (Whitelisted buckets only)
Secure Evaluation Link: Download Privacy_Native_Blurred_Environments_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… See the full description on the dataset page: https://huggingface.co/datasets/BWS-Data-Solutions/BWS-Privacy-Blurred-POC.BWS_Vegas_Fashion_Diversity_Enterprise_POC
🎰 BWS Vegas Fashion Diversity: Compliance-Native Multimodal Tokens (POC)
🛡️ Engineering Evaluation Sandbox (Active 7-Day Access)
Technical Ingestion Portal: s3://createphotos (Whitelisted buckets only)
Secure Evaluation Link: Download BWS_Vegas_Fashion_Diversity_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… See the full description on the dataset page: https://huggingface.co/datasets/BWS-Data-Solutions/BWS_Vegas_Fashion_Diversity_Enterprise_POC.09-Hollywood-Actors-HeadShots-50-Enterprise-CLEAR-Compliant-POC
🎭 BWS Hollywood Actors: Compliance-Native Multimodal Tokens (POC)
🛡️ Engineering Evaluation Sandbox (Active 7-Day Access)
Technical Ingestion Portal: s3://createphotos (Whitelisted buckets only)
Secure Evaluation Link: Download BWS_09_Hollywood_Actors_HeadShots_Dataset_50_JPEGS.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… See the full description on the dataset page: https://huggingface.co/datasets/BWS-Data-Solutions/09-Hollywood-Actors-HeadShots-50-Enterprise-CLEAR-Compliant-POC.11-Maid-Service-30-Enterprise-CLEAR-Compliant-POC
🧹 BWS Maid Service: Compliance-Native Multimodal Tokens (POC)
🛡️ Engineering Evaluation Sandbox (Active 7-Day Access)
Technical Ingestion Portal: s3://createphotos (Whitelisted buckets only)
Secure Evaluation Link: Download 11_Maid_Service_30_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… See the full description on the dataset page: https://huggingface.co/datasets/BWS-Data-Solutions/11-Maid-Service-30-Enterprise-CLEAR-Compliant-POC.04-Studio-Portraits-Neon-60-Enterprise-CLEAR-Compliant-POC
🌈 BWS Neon Portraits: Compliance-Native Multimodal Tokens (POC)
🛡️ Engineering Evaluation Sandbox (Active 7-Day Access)
Technical Ingestion Portal: s3://createphotos (Whitelisted buckets only)
Secure Evaluation Link: Download 04_Studio_Portraits_Neon_60_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… See the full description on the dataset page: https://huggingface.co/datasets/BWS-Data-Solutions/04-Studio-Portraits-Neon-60-Enterprise-CLEAR-Compliant-POC.12-Handbags-Jewelry-Sample-Pack50-Enterprise-CLEAR-Compliant-POC
👜 BWS Luxury Goods: Compliance-Native Multimodal Tokens (POC)
🛡️ Engineering Evaluation Sandbox (Active 7-Day Access)
Technical Ingestion Portal: s3://createphotos (Whitelisted buckets only)
Secure Evaluation Link: Download 12_Handbags_Jewelry_Sample_Pack_50_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… See the full description on the dataset page: https://huggingface.co/datasets/BWS-Data-Solutions/12-Handbags-Jewelry-Sample-Pack50-Enterprise-CLEAR-Compliant-POC.05-Executive-portraits-25-Enterprise-CLEAR-Compliant-POC
👔 BWS Executive Portraits: Compliance-Native Multimodal Tokens (POC)
🛡️ Engineering Evaluation Sandbox (Active 7-Day Access)
Technical Ingestion Portal: s3://createphotos (Whitelisted buckets only)
Secure Evaluation Link: Download 08_Executive_portraits_50_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… See the full description on the dataset page: https://huggingface.co/datasets/BWS-Data-Solutions/05-Executive-portraits-25-Enterprise-CLEAR-Compliant-POC.14-Palo-Alto-Portraits-4400-Enterprise-CLEAR-Compliant-POC
🧹 BWS Maid Service: Compliance-Native Multimodal Tokens (V1)
🛡️ 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… See the full description on the dataset page: https://huggingface.co/datasets/BWS-Data-Solutions/14-Palo-Alto-Portraits-4400-Enterprise-CLEAR-Compliant-POC.ultrai-lung-ultrasound
ULTR-AI Lung Ultrasound Dataset
Gated research dataset of lung ultrasound (LUS) images, analysis labels, and predefined cross-validation splits used by the ULTR-AI software repository for pulmonary tuberculosis (TB) triage research. The Data Use Agreement must incorporate and enforce all conditions, limitations, and permitted uses established by the participant consent and applicable ethics approvals. Access will not be granted for any use outside those conditions.
Associated… See the full description on the dataset page: https://huggingface.co/datasets/AI-POCUS-COP/ultrai-lung-ultrasound.01-Studio-Fashion-60-Enterprise-CLEAR-Compliant-POC
📸 BWS Studio Fashion: Compliance-Native Multimodal Tokens (POC)
🛡️ Engineering Evaluation Sandbox (Active 7-Day Access)
Technical Ingestion Portal: s3://createphotos (Whitelisted buckets only)
Secure Evaluation Link: Download BWS_01_Women_Designer_Dresses_Suits.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… See the full description on the dataset page: https://huggingface.co/datasets/BWS-Data-Solutions/01-Studio-Fashion-60-Enterprise-CLEAR-Compliant-POC.