Kuan-Ting Lai

AIoTLab Drone Highlights (2025)

AIoTLab Drone Highlights (2025)
VR Traffic Simulation

VR Traffic Simulation
FPGA-based AIoT Drone

FPGA-based AIoT Drone
DJI FPV vs MAVIC 2

DJI FPV vs MAVIC 2
Programming Arduino NANO Every (ATMega4809) using UPDI

Programming Arduino NANO Every (ATMega4809) using UPDI
Testing YOLO v7 in VR worlds (3)

Testing YOLO v7 in VR worlds (3)
Testing YOLO v7 in VR worlds (2)

Testing YOLO v7 in VR worlds (2)
微分 & 梯度下降最佳化

微分 & 梯度下降最佳化
Unsupervised Learning

Unsupervised Learning
Data Mining (1)

Data Mining (1)
Calculus & Gradient Descent Optimization

Calculus & Gradient Descent Optimization
Object Detection (1)

Object Detection (1)
Submitting Github Homework

Submitting Github Homework
Model Evaluation & Confusion Matrix (模型效能評估與混淆矩陣)

Model Evaluation & Confusion Matrix (模型效能評估與混淆矩陣)
Linear Regression & Regularization (線性回歸與正規化)

Linear Regression & Regularization (線性回歸與正規化)
Metrics and Confusion Matrix

Metrics and Confusion Matrix
Model Evaluation

Model Evaluation
Regression and Regularization (2)

Regression and Regularization (2)
Regression and Regularization (1)

Regression and Regularization (1)
Brief History of AI and ChatGPT (1) - Singularity is Coming?

Brief History of AI and ChatGPT (1) - Singularity is Coming?
Brief History of AI and ChatGPT (2) - Types of Neural Networks & Silicon Intelligence

Brief History of AI and ChatGPT (2) - Types of Neural Networks & Silicon Intelligence
Warm-up Homework Demo

Warm-up Homework Demo
Classification

Classification
機器學習與分類問題

機器學習與分類問題
Introduction to Machine Learning

Introduction to Machine Learning
Survival Games

Survival Games