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1. LLaMA-TW-MRC LLaMA-TW-MRC Public

   A project demonstrating the fine-tuning of Llama-3.1-8B for Traditional Chinese reading comprehension tasks using LLaMA-Factory. This project achieved a 97.85% accuracy on the Kaggle inClass Compet…

   Jupyter Notebook

2. Simpsons-Character-Recognition Simpsons-Character-Recognition Public

   This project explores deep learning applications for Simpsons character recognition. Built on the Xception model architecture with depthwise separable convolutions and enhanced with GAN-based data …

   Jupyter Notebook

3. Taiwan-Housing-Price-Prediction Taiwan-Housing-Price-Prediction Public

   Taiwan Housing Price Prediction Model: Integrating Geospatial Analysis and Machine Learning

   Jupyter Notebook

4. Taiwanese_Speech_Recognition Taiwanese_Speech_Recognition Public

   Advanced deep learning approaches for Taiwanese Hokkien (閩南語) automatic speech recognition. This project explores different modeling architectures from traditional RNNs to state-of-the-art Transfor…

   Jupyter Notebook