Langhui

Photo model quality data Set

Image-3D Model Paired Data | Generative AI 3D Modeling Training | Scarce Multimodal Data

Image+model pair
Data Format
Rare
Scarcity
Self-Owned
Data Source
Multimodular
Data Type
Cleaned
Data Status

Dataset Overview

Photo model quality data SetYes.Changsha Langhui Information Technology Co., Ltd. Data for the DataAssetsAPI platform. The data for the image pair with the 3D model (included in the overall 1,200+ model and 72.5+ 10,000 photographs) provides scarce multi-modular matching data for the generation of AI 3D modelling training and image to model mapping learning.

Dataset NamePhoto model quality data Set
Data TypeMultimodular Mixer (photo + 3D model pair)
Data sizeIt's contained in a total of 1200+models and 72.5+million photos.
Core ValueRare image-model matching data for generating AI 3D modelling training
Data StatusFully Cleaned

Core Data Fields

Each piece of data contains complete structured fields that cover everything from raw data to annotated information.

Field CategoryField CountTypical Fields
Enter Image6Multi-perspective sequence images, single-view images, image resolution, camera parameters, light conditions
Output Model83D model (OBJ/FBX/GLB), model number, texture information, UV map
Match Info8Correlation of images to models, perspective matching information, re-establishing quality indicators, precision of formulation
ScenesType5Site type labels, complexity level, geometric characterization, material properties

Data Sample Showcase

The following is a structured JSON sample showing typical data formats.

Other Organiser
"Pair id": "P2M-2024-000123",
"scene type": "the outside side of the building," "complexity": "Courage",
"input":
"output": "model format": "obj", "vertex count": 1.28 million, "texture": "JPEG 4096x4096", "accuracy": "high", "reconversion score": 0.94},
"Application": "Generated AI 3D Modelling"
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AI Application Scenarios

Generate AI 3D modelling

The image-model matching data training generates an in-depth learning network of three-dimensional models from single/multi-photo images.

Image to Model Map Learning

Matches data training-end-to-end images to model map algorithms.

NeRF/3D Gaussian Splatting

High-quality pairing data are used in neuro-radiation fields and 3D Goss Splash Model training.

Auto-model quality assessment

Re-establishment of the AAT-AI model for training in quality indicators.

Multimodular Large Model Training

Image-3D model pairing data training for large models of multimodular spatial understanding.

Digitalization of Cultural Objects AI

The ancient building pairing data trains the automodeling of cultural heritage.

Frequently asked questions

Characteristics of data pairing?
Each set of data, which contains complete multi-perspective input images and corresponding reconstruction three-dimensional models, and re-establishing quality indicators, is currently scarcely available for AI training.
Relationship to other data sets?
This data set is selected from photo modelling data set to form a high-quality data pair subset dedicated to AI training.
How to Get a Data Sample?
Please contactChangsha Langhui Information Technology Co., Ltd. DataAssetsAPI platform.

Domain expert network

5000+
Certified Research Experts

Covering six major disciplines: mathematics, physics, chemistry, biology, earth sciences, and computer science

Fourfold
Quality Review System

Academic credential review, professional competency assessment, data annotation training, and continuous quality monitoring

AI+
Human-Machine Collaborative Annotation

AI pre-annotation + expert review, 300% efficiency improvement, 99.5% accuracy

Build your digital twin world?

Langhui Technology has the nation's leading real-world 3D data acquisition capabilities. All data has been cleaned and quality inspected and can be used directly for AI model training.

Data sample preview · Customized acquisition plan · Professional technical support