Hi! I'm Troy Israel. I have a M.Sc. in Computer Engineering. My background is in Machine Learning, Embedded Systems and FPGA design. Below are direct links to my project repos.
This repo is a work in progress
- Qwen VLM for Jam Causing Material - Fine tuning Qwen's VL Instruct model to identify jam causing material to help us Recycle material more efficiently.
- 3D CNN Hyperspectral Image Classifier - 3D CNN Model that classifies Hyperspectral Data into 6 distinct health metrics.
- Minesweeper AI bot - A bot that plays minesweeper.
- Sobel Edge Detector - Sobel Edge filter implemented on Zybo Z7-10 with VGA
- Video Interface via VGA - Sends images loaded on the Zybo to a VGA monitor
- Dice Rolling Game - Dice Rolling game implemented on the Zybo Z7-10
- UART Module - Verilog Implementation of a UART module for both RX and TX
- Pong Game - Pong Game on VGA implemented on the Zybo Z7-10
- Bouncing Ball - Bouncing Ball on VGA implemented on the Zybo Z7-10
- Booth's Algorithm - Booth Algorithm implementation using Verilog
- Temperature Sensor with CLS Display - Hygro sensor data is viewable on a CLS diplay and implemented on the Zybo Z7-10
- Zybo Z7-10 FPGA
- STM32L476RG Nucleo Microcontroller
- Raspberry Pico
- Raspberry Pi
- Arduino