procedural-data
procedural-truth-datasetProcedural-City-Multimodal-Dataset-V2
Synthetic Urban Multimodal Dataset - Volume 2 (v0.2)
This is the second major release of the Synthetic Urban Multimodal Dataset, part of an ongoing observation project on AI-generated data ecosystems.
Volume 2 introduces a completely new collection of urban environments to the series, providing 40,000 high-precision files (8,000 completely new unique scenes × 5 modalities) generated entirely via the "Constructive Furnace" (our custom Blender-Python pipeline).
What's New… See the full description on the dataset page: https://huggingface.co/datasets/jp-cypress/Procedural-City-Multimodal-Dataset-V2.Procedural-City-Multimodal-Dataset
Synthetic Urban Multimodal Dataset (v0.1)
This dataset contains 8,000 high-quality synthetic images of procedurally generated city models, designed specifically for training and evaluating AI models such as ControlNet and LoRA.
Dataset Description
All assets were generated using a custom Blender-Python automated pipeline. The dataset provides 100 unique urban architectures, each rendered from 8 directions with 10 different artistic styles.
Total Samples: 8,000 (Total 40… See the full description on the dataset page: https://huggingface.co/datasets/jp-cypress/Procedural-City-Multimodal-Dataset.datacite-procedural-resource-type-general-reclassifications
DataCite DOI Procedural Reclassifications
Overview
This dataset contains procedural reclassifications of DataCite DOIs where the resourceTypeGeneral field is either "Text" or "Other". The dataset maps these DOIs to more specific resourceTypeGeneral classifications based on fuzzy matching of the resourceType field against DataCite's controlled vocabulary for this field.
Dataset Structure
Each instance represents a DOI with its original and inferred resource… See the full description on the dataset page: https://huggingface.co/datasets/cometadata/datacite-procedural-resource-type-general-reclassifications.datacite-procedural-resource-type-general-reclassifications-datacite-enrichment-format