Discover ZackAkil/deep-tic-tac-toe Open Source project

A simple app that lets you visualise annotations from the Google Cloud Video Intelligence API using your local files.

video-intelligence-api-visualiser

JavaScript

optimising-basketball

Using Keras, TensorFlow.js and image processing to analyse my basketball skillz.

Using synthetically generated video data to learn how/when R-CNNs can outperform CNNs.

understanding-recurrent-convolutional-neural-networks

Project for a automatic videographer system for recording sports matches.

robo-videographer

Project assets for building TF Lite models to run on Oculus Quest with Unity and Google AutoML Object Detection.

automl-vr

edge-TPU-safe-bike

An application of realtime object-detection running on an Edge TPU for making cycling in busy cities a little less terrifying.

Single page app that uses tensorflow.js to learn your actions.

online-learning-with-tensorflow-js

A collection of lazy demos showing off how Google Cloud can be used to quickly build ML apps.

lazy-ways-to-build-ml-apps

practical-machine-learning-literacy

Code resources for generating a google form for labelling data.

friendlier-data-labelling

JavaScript

webpage-autoencoder

Showing how you can embed and functioning auto-encoder inside a webpage using tensorflow.js.

python package for indexing text data sets using prime number factorisation for super fast word frequency analysis.

primetext

What if every row/flower from the Iris dataset was represented as a marble in a physics simulation? Using Scikit-Learn with Blender to render the iris dataset in 3d and create a physical simulation of a marble machine to classify the dataset.

iris-dataset-3d-marbles

Resources for meetup about web scraping and NLP.

web-scraping-and-nlp-CLDSPN

A really simple example of how you can do machine learning on an Arduino so that it can learn when to turn a light on based on the signal from a light sensor.

machine-learning-on-arduino

C++

machine-learning-trenches-and-highways

Practical notebooks that show you the heaven and hell of building machine learning models.

Raspberry Pi and Google AutoML Vision to build a robot that swipes away junk food from your desk.

junk-food-robot

Mini web app for displaying basketball practice metrics.

hot-shot-basketball-tracker

System for automatic tracking of water dispenser.

smart-water-boy

Java

precision-recall-playground

Interactive UI for understanding how a confusion matrix work in machine learning classification.

Command line script to analyse video/videos using Google Cloud Video Intelligence API.

video-intelligence-util

Project for building a deep net that can predict a 3D scene based on a 2D image.

spatialy-aware-deep-learning

phobia-safe-video-player

A video player that will not show things that could trigger a phobia. Using Google Cloud Video Intelligence API

🧟 Resources for fighting back against the rotting of your deployed machine learning models. Predicting zombies!

rotting-zombie-model

My ambitious project to use a combination of ML, hardware, and cloud tech to capture and conquer the rugby pitch.

realtime-ai-rugby-coach

Ah-um-like-so-cool-detector

Real-time voice recognition app to help speakers reduce their use of "filler words".

Code resources for Central London Data Science Project Nights 22nd meetup.

build-your-first-basic-machine-learning-app

Just the code for my personal website that just serves as a hub for my other social links (🤷 for SEO).

personal-website

teachable-machine-kaggle-competition-grader

Complete example of all features of Video Intelligence API on Google Cloud Platform.

video-intelligence-demo

Super simple example of anomaly detection process using sklearn.

anomaly-detection-101

Final year project abstracted version.

FYP-SPAICIAL-API

jkadhsgjdshg

A voice app that interview me about my projects in order to generate articles.

bike-tpu

project-reporter-voice-app

Code for "Finally learn how to use command line apps… by making one!"

super-simple-command-line-app

How you can use ML to make watching videos safer for people with unique and/or serious phobias.

phobia-safe-videos-with-ml

Hands on Convolutional Neural Networks + Prediction Interpretability

Hands-on-Convolutional-Neural-Networks-Prediction-Interpretability

Project for reading value of a analogue gauge using open CV (simple CV)

cv-gauge-reader

Code content for my session at O'Reilly AI Conference 2018 about pragmatic ML development with SciKit Learn & TensorFlow using Google ML Engine.

OReilly-AI-Conference-Pragmatic-ML

Web application that lets you interactively label images for object detection and instantly tries to learn from single labels in order to quickly label the rest of your data.

interactive-learning-labeler

CLoud Function code that uses the Google Transcoder API to auto generate optimised video formats when a new video is uploaded to a bucket.

transcoder-api-cloud-function