travisddavies Goto Github PK

act-plus-plus

Imitation learning algorithms with Co-training for Mobile ALOHA: ACT, Diffusion Policy, VINN

bushfire_satellite_camera

A project to create a satellite-deployable computer vision model which can accurately extract areas in Australia which are experiencing bushfires.

butterfly-classifier

a CNN that classifies 75 different species of butterfly images with usage of data augmentation

calculator_app

A simple calculator app with JavaScript, HTML and CSS.

computer_vision_notes

My lecture notes for Computer Vision at The University of Melbourne.

data_compressor

An implementation of the Wheels Burrow Data Compressor in Java

digit_recogniser

Neural Net that recognises handwritten digits using softmax. Taken from a Kaggle competition.

house_price_predictions

House Price Predictions using a Kaggle dataset, ML model uses Scikit-learn's Random Forest Regressor

loan_approval_predictions

ml_from_scratch

Various traditional machine learning algorithms, written in C++

multiview_to_3d

Converts multiview images of a bird to 3D point cloud

number_plate_recognition

That detects and extracts number plates from images and videos

pacman_adversarial_search_algorithms

Various search algorithms in Pacman for finding optimal moves when dealing with adversarial agents, mainly minimax (including alpha beta pruning) and expectimax

pacman_mdp_and_reinforcement_learning_algorithms

Various algorithms for Markov's Decision Process and Reinforcement Learning in a grid world and in Pacman, including Value Iteration, Q Learning and Approximate Q-Learning

pacman_search_algorithms

This is a few algorithms playing with uninformed and informed search for AI - mainly using BFS, DFS, Uniform Cost Search, and A* Search

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

seam_carver

A topological search algorithm for resizing images without noticeable effects of distortion

snow_world

A 2D platformer game loosely based off of Super Mario and the Snowy Mountains (my first ever program).

statistical_machine_learning_notes

My notes for COMP90051 Statistical Machine Learning at University of Melbourne