Projects
OV760 Powered Camera And Web Interface
I created a custom PCB in KiCAD, and C Raspberry Pi Firmware for the OV7670 CMOS sensor module. I also created a web interface powered by JavaScript and HTML Canvas, and a custom Flask serial interface written in python
- RP2040 Pi Pico
- C
- HTML
- KiCAD
- PCB Design
- Python
- Git
AI Image Fitter
How good is a neural network at memorising an image? For this project over-fitting was what we wanted! Using TensorflowJS, JavaScript and HTML canvas the model trains live on a loaded image.
- AI
- TensorflowJS
- HTML Canvas
- JavaScript
Root Runner - Game Jam
Do You have a green thumb for maths? This cute little game was made for a game Jam. You play as a little flower to race against a clock to solve square roots. Can you guess what the theme was? The game was made and animated in Unity, art in Krita and exported as a WebGL project
- Unity
- C#
- Sprite Sheets
- 2D Rigging
- Graphic Design
Prototype Medical Volume Segmentation Tool
A zero footprint web based annotation tool for 3D images. I created a multiplanar reconstructor and renderer and a layer based 3D annotation tool. Using HTML canvas to render and JavaScript for logic it loads a volume and shows planar slices across different axes allowing a user to highlight and make notes for a region.
- HTML
- JavaScript
- CSS
- HTML Canvas
- Project Management
- Usability Testing
Triple MNIST CNN
An exploration of the triple MNIST dataset. Using Tensorflow I trained and fine-tuned various CNNs to label a three-digit image. I even attempted to generate synthetic images with a cdcGAN in PyTorch
- AI
- Google Colab
- Tensorflow
- PyTorch
- Regularisation
- Data Preprocessing
- Hyperparameter Tuning
- cdcGAN
- AI Image Generation
GPU And CPU Parallel Boid Simulations
I implemented a well known flocking simulation into two forms: A Rust program that uses multithreading to parallelise the simulation, and A CUDA/C++ solution running on the GPU optimising shared memory for a performance boost.
- OpenGL
- CUDA
- C++
- Rust
- Multithreading
- GPU
- Shared Memory
- Memory Tiling
- Locks
Minimax 4 In A Row Bot
This is a little 4 in a row game in JavaScript I created where you play in a variable sized board against a bot. The bot uses the MiniMax algorithm to find the optimal move.
- HTML
- JavaScript
- CSS
- MiniMax