Pinned Repositories
Driver-License-Plate-recognition
This is a project focusing on how license plate recognition perform with different image processing techniques
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.
Image-Compression
JPEG compression without any toolbox. Compression rate 40%.
Image-Recognition
Image classification method: SVM, Logistic Regression, CNN, Transfer Learning(ResNet)
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.
ML-Classification-Methods
Implementing Bayes' Classifier, K-NN, PCA, MDA, Kernel SVM and Adaboost without using toolbox
NFC-Control
Pitch-Extraction-with-ML
By training different ML model on Pitch extraction and see the how it performs
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.
hsusharon's Repositories
hsusharon/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.
hsusharon/Image-Compression
JPEG compression without any toolbox. Compression rate 40%.
hsusharon/Image-Recognition
Image classification method: SVM, Logistic Regression, CNN, Transfer Learning(ResNet)
hsusharon/ML-Classification-Methods
Implementing Bayes' Classifier, K-NN, PCA, MDA, Kernel SVM and Adaboost without using toolbox
hsusharon/NFC-Control
hsusharon/Noise-Cancellation-with-Match-Filter
Find the match filter of the room for noise reduction
hsusharon/Pitch-Extraction-with-ML
By training different ML model on Pitch extraction and see the how it performs
hsusharon/Driver-License-Plate-recognition
This is a project focusing on how license plate recognition perform with different image processing techniques
hsusharon/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.
hsusharon/Kmeans-Algorithm-and-Spectral-Clustering
This is a small class project to visualize how K means clustering and spectral clustering are different.
hsusharon/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.
hsusharon/Motion-Estimation
Mini project: Motion estimation of two given image.
hsusharon/Poisson-Process-Simulation
hsusharon/Rayleigh-Simulation
hsusharon/Spectrogram-and-Audio-Processing
hsusharon/Wavelet_Decomposition_NYU