Young-Shiuan(Sharon) Hsu's 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
Fake-Image-Detection
Fake image detection with CNN for Kaggle dataset
Hackathon-Project
Written a website help people with certain food or religion restriction to search for food in Taiwan. Backend built with Python(Flask) and frontend with HTML, CSS, JS.
Kmeans-Algorithm-and-Spectral-Clustering
This is a small class project to visualize how K means clustering and spectral clustering are different.
Machine-Learning-from-scratch
This project focus on machine learning algorithms and implement without using any toolbox. Train a feed forward model with MNist handwritten digits dataset.
Motion-Estimation
Mini project: Motion estimation of two given image.