JSLEE-0703's repositories
Final-Project
A PyTorch project comparing ANNs with traditional ML for power-line fault detection, enhanced by ensemble learning.
Language:Jupyter NotebookApache-2.0000
Yolov8-drone-detection
This project integrates MobileViTv3 into YOLOv8 for UAV-based object detection, achieving higher accuracy and smoother training than the original yolov8n.pt. Designed with lightweight efficiency, it is well-suited for deployment on edge devices such as drones. A Streamlit app is provided for intuitive model visualization and real-time inference.
Seq2seq-Translator
This project is an improved version of the official Seq2Seq tutorial of PyTorch, featuring a Chinese-English machine translator (GRU + Bahdanau Attention)
Language:Jupyter NotebookApache-2.0000
CNN-ResNet-Inception-for-Solar-Panel-Fault-Detection
A computationally heavy, high-capacity CNN engineered for solar-panel fault detection
Language:Jupyter NotebookApache-2.0000