ylevental
I am a PhD student at RIT in Imaging Science. I have significant Image Processing experience in @python, with @opencv, @scikit-learn, and @pandas-dev.
Pinned Repositories
AOD-vs-PM2.5-Prediction-Methods
A major challenge involving pollution detection is to measure the average PM2.5 concentration over major metropolitan areas. One useful method for predicting PM2.5 over a relatively wide range are AOD measurements. Ensemble algorithms are more effective than linear algorithms for prediction. Pandas and scikit-learn were used for data analysis.
Custom-NiN-CNN
Code for my custom network-in-network CNN
d5lidar
A python module for dealing with DIRSIG5 Lidar data.
FCC-Front-End-Libraries-Projects
These are web projects based in Javascript, and include a random quote machine, markdown previewer, drum machine, javascript calculator, and 25 + 5 clock.
FCC-Responsive-Web-Design-Projects
HTML and CSS projects of varying kinds. These include a tribute page, technical documentation, a survey, a product landing page, and a personal portfolio.
Image-Processing-MATLAB-Projects
MATLAB projects were created for Radiometry, Noise and Probability, and Fluid Mechanics. Used the MATLAB Image Processing Toolbox and the Signal Processing Toolbox.
iNaturalist-2021-32x32
Resized 32x32 images for the iNaturalist 2021 training and validation sets. Resize script is included.
License-Plate-Recognition-CNN
Final project for IMGS 682. This project was about using convolutional neural networks to recognize many types of license plates in different kinds of configurations and environments. PyTorch was the machine learning library used for this project.
Object-Tracking-Project
Darknet is used to track objects in MATLAB and C using quantization
source
Source code of the TLSeparation Python package.
ylevental's Repositories
ylevental/Custom-NiN-CNN
Code for my custom network-in-network CNN
ylevental/iNaturalist-2021-32x32
Resized 32x32 images for the iNaturalist 2021 training and validation sets. Resize script is included.
ylevental/d5lidar
A python module for dealing with DIRSIG5 Lidar data.
ylevental/VoxelizeHDF
DIRSIG5 HDF voxelizer.
ylevental/ylevental
Config files for my GitHub profile.
ylevental/Object-Tracking-Project
Darknet is used to track objects in MATLAB and C using quantization
ylevental/source
Source code of the TLSeparation Python package.
ylevental/AOD-vs-PM2.5-Prediction-Methods
A major challenge involving pollution detection is to measure the average PM2.5 concentration over major metropolitan areas. One useful method for predicting PM2.5 over a relatively wide range are AOD measurements. Ensemble algorithms are more effective than linear algorithms for prediction. Pandas and scikit-learn were used for data analysis.
ylevental/FCC-Front-End-Libraries-Projects
These are web projects based in Javascript, and include a random quote machine, markdown previewer, drum machine, javascript calculator, and 25 + 5 clock.
ylevental/FCC-Responsive-Web-Design-Projects
HTML and CSS projects of varying kinds. These include a tribute page, technical documentation, a survey, a product landing page, and a personal portfolio.
ylevental/Image-Processing-MATLAB-Projects
MATLAB projects were created for Radiometry, Noise and Probability, and Fluid Mechanics. Used the MATLAB Image Processing Toolbox and the Signal Processing Toolbox.
ylevental/License-Plate-Recognition-CNN
Final project for IMGS 682. This project was about using convolutional neural networks to recognize many types of license plates in different kinds of configurations and environments. PyTorch was the machine learning library used for this project.