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ERA ATOM

Abstract

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Objective

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Other Innovations

Application of hydro priming technique with water plasma to the germination quality of riceberry.

คณะเทคโนโลยีการเกษตร

Application of hydro priming technique with water plasma to the germination quality of riceberry.

การทดลองนี้จึงมีวัตถุประสงค์เพื่อศึกษาผลของน้ำที่ผ่านการฉายพลาสมาในเวลาที่แตกต่างกันต่อคุณภาพการงอกของเมล็ดพันธุ์ข้าวไรซ์เบอรี่ เพื่อเป็นการยกระดับคุณภาพความงอกของเมล็ดพันธุ์ข้าวไรซ์เบอรี่

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SignGen: An LLM-Based Thai Sign Language Generator

คณะวิศวกรรมศาสตร์

SignGen: An LLM-Based Thai Sign Language Generator

The Thai Sign Language Generation System aims to create a comprehensive 3D modeling and animation platform that translates Thai sentences into dynamic and accurate representations of Thai Sign Language (TSL) gestures. This project enhances communication for the Thai deaf community by leveraging a landmark-based approach using a Vector Quantized Variational Autoencoder (VQVAE) and a Large Language Model (LLM) for sign language generation. The system first trains a VQVAE encoder using landmark data extracted from sign videos, allowing it to learn compact latent representations of TSL gestures. These encoded representations are then used to generate additional landmark-based sign sequences, effectively expanding the training dataset using the BigSign ThaiPBS dataset. Once the dataset is augmented, an LLM is trained to output accurate landmark sequences from Thai text inputs, which are then used to animate a 3D model in Blender, ensuring fluid and natural TSL gestures. The project is implemented using Python, incorporating MediaPipe for landmark extraction, OpenCV for real-time image processing, and Blender’s Python API for 3D animation. By integrating AI, VQVAE-based encoding, and LLM-driven landmark generation, this system aspires to bridge the communication gap between written Thai text and expressive TSL gestures, providing the Thai deaf community with an interactive, real-time sign language animation platform.

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HORAI: Immersive Tarot-based Divination Platform Powered by LLMs

คณะวิศวกรรมศาสตร์

HORAI: Immersive Tarot-based Divination Platform Powered by LLMs

Our project seek to create an Al-powered tarot card reader that bridges the gap between traditional fortune-telling and modern technology. By leveraging a combination of 3D modeling, natural language processing, text-to-speech (TTS), and speech-to-text (STT) systems, the service will deliver an interactive and culturally sensitive experience in Thai and English. Users will input their queries through voice, which will be processed via STT, and receive engaging Al-generated tarot readings through TTS. Additionally, a 3D animated avatar will mimic a real-life fortune teller, adding a visual dimension to the experience. Hosted on a user-friendly website, this platform will redefine fortune-telling by blending tradition with innovation, making it both accessible and engaging for modern users.

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