Project 1: Homomorphic Filtering
- This project is about image processing to remove noise from raw image
- The step to remove noise in Image are :-
- Add noise in raw image
- Build 3 class of homomorphic filtering
- Represent the data output in MSE
Project 2: Emotion Recognition using SVM
- This project are refer from https://github.com/gomanajah/Emotion-Estimation-From-Facial-Images
- Only 7 Expression databased is used in my project
- The method used in this project are LBP as feature extraction and SVM as classification
- The dataset output will be represent in Confussion Matrix
Project 3: Malay Command Recognition using ANN
- This project is to give command in malay language to on or off electrical appliance like fan and light
- Four command is choose to BUKA KIPAS, TUTUP KIPAS, BUKA LAMPU and TUTUP LAMPU
- The method used in this project are Signal filtering using low pass filter, MFCC as feature extraction and ANN as classification
- This is my final year project the thesis and the slide will be upload togther.
Project 4: Steel defect detection using Transfer Learning
- This project is done analysis on steel defect detection performance using several types of transfer learning
- In this project 2 types of dataset is used.
- NEU: 6 class of steel defects
- SERVESTAL: with defect and without defect
- In this project GUI is include for NEU dataset on the best transfer learning method
- This project is publish in IOP Publication https://iopscience.iop.org/article/10.1088/1742-6596/1755/1/012041/meta
Project 5: Classification of Multiple Visual Field using CNN
- This project is done to detect 6 types of visual field defect using Convolutional Neural Network
- This project is colabration with USM Opthalmology department
- This project had publish in IOP Publication https://iopscience.iop.org/article/10.1088/1742-6596/1755/1/012014/meta
Project 6: Sentiment Analysis for Twitter Data
- This project is analyse tweet done by Malaysian during 30 day before and after election day 2018.
- The package used to analyse the data is tweepy
Project 7: Malay Command Recognition using Audio Fingerprint Method
- This project using an Audio Fingerprint method that follow the hashing algorithm to detect command given by the user.
- Nine command is choose for smart house application BUKA KIPAS, TUTUP KIPAS, BUKA LAMPU, TUTUP LAMPU, BUKA TV, TUTUP TV, and SIARAN 1, 2 and 3
Project 8: Modelling Composite Spherical Assembledge Method
- This project is to analyse different input of Spherical model insert by the user.
- A graph will be plot based on the user input
- The shape of the graph will be analyse
Project 9: Thermal Image Detection
- This project is to detect the temperature on the forehead of a human
- The color display by the thermal image indicate the temperature of the human
- This project is simple code of temperature detection so the automatic detection of forehead is not develop.