deep-learning

ALBERT vs SLICK: MARSAIL’s New AI Fashion for Real-Time Car Insurance and Garages
Discover how MARSAIL’s teacher–student model duo ALBERT and SLICK revolutionizes car damage detection with unmatched precision and blazing speed.
Teerapong Panboonyuen
2025 computer-vision, deep-learning, automotive-ai, marsail
MARSAIL: The Smart Engine Powering the Future of Car Insurance and Intelligent Garages
Explore how MARSAIL, Thailand’s premier automotive AI lab, revolutionizes car insurance and vehicle repair with deep learning.
Teerapong Panboonyuen
2025 computer-vision, deep-learning, automotive-ai, marsail
How to Fine-Tune and Deploy a Satellite-Specific LLMs Model for Satellite Images
Fine-tuning a Large Language Models (LLMs) for satellite imagery requires a deep understanding of both theoretical concepts and practical techniques. This blog post will guide you through the process, incorporating mathematical formulations and theoretical explanations to provide a comprehensive view of the fine-tuning and deployment process.
Teerapong Panboonyuen
2024 LLMs, LULC, deep-learning, Satellite Images
REG: Refined Generalized Focal Loss for Road Asset Detection on Thai Highways
We are pleased to announce that our paper, titled ‘Enhanced REG-Based Object Detection of Road Assets Utilizing Generalized Focal Loss A Case Study on Thai Highway Imagery’, has been accepted for oral presentation at the 5th International Conference on Highway Engineering (iCHE 2024).
Teerapong Panboonyuen
2024 deep-learning, computer-vision, object-detection, instance-segmentation
Generative AI Uncovered: Emerging Trends, Real-World Applications, and the Road Ahead
A comprehensive exploration of generative AI, including key trends, applications, challenges, and future directions.
Teerapong Panboonyuen
2024 generative-ai, computer-vision, deep-learning, GANs, diffusion-models