Young-Shiuan(Sharon) Hsu's starred repositories
Signal-Transmission-Simulation
Simulated how a signal is transmitted and received by adding time and frequency distortion to the channel. Designed the transmitter, modulation techniques, and the decoding and demodulation on the receiver side.
Driver-License-Plate-recognition
This is a project focusing on how license plate recognition perform with different image processing techniques
Image-Compression
JPEG compression without any toolbox. Compression rate 40%.
Image-Recognition
Image classification method: SVM, Logistic Regression, CNN, Transfer Learning(ResNet)
ML-Classification-Methods
Implementing Bayes' Classifier, K-NN, PCA, MDA, Kernel SVM and Adaboost without using toolbox
Noise-Cancellation-with-Match-Filter
Find the match filter of the room for noise reduction
Pitch-Extraction-with-ML
By training different ML model on Pitch extraction and see the how it performs