Rhys Compton's Projects
A collection of awesome readme templates to display on your profile
An Empirical Framework for Domain Generalization In Clinical Settings
COCO API - Dataset @ http://cocodataset.org/
COCO Synth provides tools for creating synthetic COCO datasets.
Model import deployment framework for retraining models (pytorch, tensorflow,keras) deploying in JVM Micro service environments, mobile devices, iot, and Apache Spark
A demo repository for My JSON Server (Alpha)
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
Python package to download GitHub source code for specific file types easily
Visualisation of financial stock data using CesiumJS
Tutorial Assets and Guides for the 2020 I2K WekaDeeplearning4j tutorial
An empirical analysis on the effects of image size & model capacity on chest x-ray based disease classification
Simple script to convert an image into CSV format (rows of RGB values)
Video-based vehicle counting system.
A collection of my submissions for different Kaggle competitions
Evaluation of non-ROI masking to improve OOD generalization in chest x-ray disease classification
Code for the paper "Embedding Java Classes with code2vec: Improvements from Variable Obfuscation" in MSR 2020
Code for the paper "When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations"
A system for mocking PHP PDO connections
Novel quote generator using GPT-2
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
Implementation of the Score-CAM saliency map generation method, using Deeplearning4j/ND4J
A WEKA implementation of the Shrunken Centroid Classifier as written at https://www.pnas.org/content/99/10/6567.long
Spoon :spoon: is a metaprogramming library to analyze and transform Java source code (incl Java 9, 10, 11). Made with :heart:, :beers: and :sparkles:. It parses source files to build a well-designed AST with powerful analysis and transformation API.
Evaluating the robustness of text-conditioned OD models such as MDETR
A collection of sample Vagrant configurations using Puppet. Starting out simple and getting more complex.
Datasets, Transforms and Models specific to Computer Vision
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent