TOCFL-MultiBench: A multimodal benchmark for evaluating Chinese language proficiency using text, audio, and visual data with deep learning. Features Selective Token Constraint Mechanism (STCM) for …

A project focused on forecasting solar photovoltaic (PV) power generation using regional microclimate data. Implements machine learning models like CatBoost, LightGBM, and XGBoost for predictions, …

A project for bidirectional translation between Classical Chinese and modern languages. Utilizing advanced techniques like Low-Rank Adaptation (LoRA) and Parameter-Efficient Fine-Tuning (PEFT), it …

A project for Chinese news summarization using state-of-the-art pre-trained models like mT5 and GPT-2. This tool facilitates abstractive summarization, offering flexible training and inference work…

A project for Chinese Extractive Question Answering (QA), focusing on selecting relevant text spans from a given context to answer specific questions. It supports a two-step process for paragraph a…

Generative AI for UAV Navigation in Natural Environments. This project utilizes GAN and Diffusion models to generate realistic images of roads and rivers from UAV perspectives.

This repository contains the code and dataset for the paper "Data-Driven Modeling of Three-Phase IGBT Two-Level Inverter for Electrical Drives using ANNs". The project employs MATLAB to develop and…

An intelligent agent utilizing Large Language Models (LLMs) for automated financial news retrieval and stock price prediction.

AI-based house price prediction. Utilizing machine learning to accurately estimate real estate values based on key influencing factors.

A repository for predicting stock prices using machine learning techniques. Includes data preprocessing, model training, evaluation, and visualization.

A Speech Emotion Recognition project using CREMA, RAVDESS, SAVEE, and TESS datasets. Implements machine learning techniques to classify emotions from speech.

Implementation of InceptionResNet for SSVEP-based Brain-Computer Interface (BCI)

A predictive maintenance system for CNC machines using machine learning algorithms to forecast failures and optimize maintenance schedules.

Chinese-Multimodal-Sentiment-Analysis is an innovative project that integrates advanced deep learning techniques to analyze sentiments in Chinese language data. Utilizing a sophisticated blend of t…