lewj85 Goto Github PK

horizon

imagetoolbox

A simple toolbox which does Red-Eye Reduction and Segmentation based Selective Blurring of Images. Has a simple Tkinter based GUI, which accepts images and performs the selected functions.

interactivedashboard

A visualization tool using tkinter and matplotlib

intro-to-cv-ud810

Problem Set solutions for the "Introduction to Computer Vision (ud810)" MOOC from Udacity

jsb-chorales-dataset

Dataset for JSB Chorales at different temporal resolutions, with train, validation, test split from Boulanger-Lewandowski (2012).

jules

kaggle-ndsb

Winning solution for the National Data Science Bowl competition on Kaggle (plankton classification)

keras-retinanet

Keras implementation of RetinaNet object detection.

keras-vis

Neural network visualization toolkit for keras

label-tool

Web application for image labeling and segmentation

lewj85.github.io

magenta

Magenta: Music and Art Generation with Machine Intelligence

mask_rcnn

Matterport's Mask R-CNN library (Added Ship Detection sample) for object detection and instance segmentation on Keras and TensorFlow

mask_rcnn-1

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mlp-example

Code for a simple MLP (Multi-Layer Perceptron)

models

museparse

Repository for a python music parser. This works with MusicXML as the input format which forms a tree of objects in memory representing the piece. This can be optionally outputted to lilypond which produces a PDF, or perused for your own uses.

music-library

Repo for all FYP work, including meeting logs, implementation, report and any other necessary documents. Will be a mix of tex, python, word and pdf documents

musicinformationretrieval.com

Instructional notebooks on music information retrieval.

music_rnn

Music Language Modeling with Recurrent Neural Networks

nas_fpn_tensorflow

NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.

orientedreppoints_dota

Oriented Object Detection: Oriented RepPoints + Swin Transformer/ReResNet

overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

parallelograms

Detects parallelograms in any image

playground

PlayGround: AI Research into Multi-Agent Learning.

pocketbach

Software that composes music

preprocessing-for-deep-learning

This is the notebook associated with the blog post:

python-docs-samples

Code samples used on cloud.google.com

q-gridworld

Demo project using tabular Q-learning algorithm

q_learning_demo

This is the code for "How to use Q Learning in Video Games Easily" by Siraj Raval on Youtube