Innovative Model Development for Multimodal Data Fusion

Innovative Research Design for Preservation

We specialize in multimodal data integration and model development for artifact preservation, ensuring scientific accuracy and effective validation through advanced methodologies.

A cultural procession with people dressed in traditional attire walking through a street lined with orange-hued trees. The participants are wearing patterned sarongs and matching tops, and some are holding torches. The scene is lively with onlookers capturing the event using cameras.

Model Development Services

We design advanced multimodal fusion networks for precise artifact analysis and degradation prediction.

Data Collection Phase

Collaborating with institutions to gather multimodal data from diverse artifacts for comprehensive analysis.

A group of individuals participate in a cultural parade or festival. The image captures several young men, one of whom is prominently holding a large wooden ship model. Another individual is carrying an ornate figure with traditional attire. They wear intricate costumes adorned with garlands of flowers, and some have facial piercings. The background shows trees and possibly a temple structure, indicating an outdoor setting.

Model Validation Phase

Testing models against known degradation cases to ensure accuracy and reliability in predictions.

Accelerated Degradation Testing

Conducting experiments to simulate degradation processes and validate model predictions effectively.

A group of people are participating in a communal activity outdoors, possibly a cultural or traditional event. They are dressed in colorful clothing, with several wearing skirts, headscarves, and jewelry. The setting is a natural landscape with mountains and trees in the background, indicating a rural or village environment.

A traditional cultural procession with participants dressed in colorful and ceremonial attire. The scene includes women carrying offerings on their heads and several people gathered around, suggesting a festive or religious event. Decorative elements like flags and bamboo poles line the pathway.