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David Azcona's Projects

hello-flask icon hello-flask

Python Flask application to be deployed on Azure App Service Web

insighters icon insighters

Hack Huawei, Celebrity Hunt! Crawled the web for pictures, learned embeddings using CNN with CUDA and detected the celebrity using triplets & similarity learning. Placed 4th at Huawei's Future of Vision challenge in Ireland

iris icon iris

Tensorflow estimators with the Iris dataset

kaggle icon kaggle

Kaggle problems I am working on

locodrone icon locodrone

πŸš€ Winners at Oxford Hack 2019 with LocoDrone: Collaborative flying!

memorability icon memorability

πŸŽ₯ Winner in the Memorability Challenge at MediaEval (workshop at MMM 2019)

mrnet icon mrnet

😷 MRNet: A Comparative Study of Existing and New Deep Learning Methods for Detecting Knee Injuries using the MRNet Dataset

networks icon networks

Network analysis using Les Miserables, Karate and Enron email datasets and exploring concepts like degree distribution

proceedings icon proceedings

Template to create proceedings for an ACM conference and graphics for accepted papers

representation-learning icon representation-learning

Representational learning in Irish Politics and how a neural network with an embeddings layer is able to learn politician representations. Authored an article on RTÉ Brainstorm in collaboration with DCU Law

sign2text icon sign2text

Deep Learning and Computer Vision Sign Language real-time Translator to English using Drone technologies

smashfly icon smashfly

InclusiveAI at AI NI Datathon for SmashFly's Challenge

treesbydegrees icon treesbydegrees

🌳 Utilize NASA satellite data to plant trees in global hotspots to reduce local temperatures

twitter icon twitter

Twitter Analysis using Tweepy for fetching tweets, TextBlob for text analytics and Leaflet for interactive map visualizations

user2code2vec icon user2code2vec

πŸ€“ user2code2vec: Embeddings for Profiling Students Based on Distributional Representations of Source Code. Full Paper presented at Learning Analytics & Knowledge 2019 Conference in AZ, USA

viz icon viz

Visualization template that uses Python, MongoDB, Javascript, D3 and NetworkX on the web

vscode icon vscode

πŸ§‘β€πŸš€ Remote VSCode Setup

website icon website

My personal website πŸ‘¨β€πŸ« πŸ‘¨β€πŸ’» πŸ‘¨β€πŸ”§ πŸ‘¨β€πŸ”¬ πŸ‘¨β€πŸŽ¨ πŸ‘¨β€πŸš’ πŸ‘¨β€βœˆοΈ πŸ‘¨β€πŸš€

zoo icon zoo

Scikit-learn & Flask using the Zoo dataset 🦊 🐻 🐼 🐨 🐯 🦁

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