Zack Akil's repositories
deep-tic-tac-toe
Used deep reinforcement learning to train a deep neural network to play tic-tac-toe and deployed using tensorflow.js.
global-video-dubbing
Using Googel Cloud Video Intelligence API with Cloud Translation API and Cloud Text to Speech API to generate voice dubbing and tranaslations in many languages automatically.
Ah-um-like-so-cool-detector
Real-time voice recognition app to help speakers reduce their use of "filler words".
precision-recall-playground
Interactive UI for understanding how a confusion matrix work in machine learning classification.
realtime-ai-rugby-coach
My ambitious project to use a combination of ML, hardware, and cloud tech to capture and conquer the rugby pitch.
video-intelligence-util
Command line script to analyse video/videos using Google Cloud Video Intelligence API.
6-oclock-helmet
A multi-use helmet that tells you what is behind you using machine learning. This is a continuation of the TPU bike project.
interactive-learning-labeler
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.
phobia-safe-videos-with-ml
How you can use ML to make watching videos safer for people with unique and/or serious phobias.
project-reporter-voice-app
A voice app that interview me about my projects in order to generate articles.
teachable-machine-kaggle-competition-grader
teachable-machine-kaggle-competition-grader
cheer-o-meter
Built in Zurich - https://zackakil.github.io/cheer-o-meter/
dirty-data-litter-analyse
Project to use a smart litter picker to collect, record, and analyses the litter left on the street so that pragmatic solutions can be developed and explored.
gsuit-sports-videography-tool
Using AppSheet & AppScript to help with sports videography highlights tracking.
metadata_viewer
Just a simple script to inspect TF Lite metadata
One-shot-multi-object-detection-for-sports
Experiment to see if you can apply heuristic techniques combined with pre-trained models to quickly predict multiple similar object within a single image. To be applied to finding multiple players on a playing field.
orthogonal-embeddings-generator
algorithm to generate orthogonal embeddings for data (images) so that you can then do practical search queries on the data
perfect-form-gymnastics
App to help with analysing gymnastics tricks to improve form
rugby-team-tracker
App that will show rugby match recording alongside stats.
simple-plant-growth-visualiser-js
What if bar charts had a more realistic sense of ideal growth target, like say... get a plant to fruit?
small-world
Visualisation to show how travel technology makes the world seem smaller because we can span distances faster.
spreadsheet-to-ml
Build a desicion tree from a spreadsheet
tensorflow-for-appscript
Project to make tensorflow work with model trained in teachable machine (tensorflow.js image models).
the-pragmatic-non-programmer
Resources for non-programmers for how to be more pragmatic.
visual-art-gallery-search-with-ml
visual art gallery search with ml
web-dev-for-ml
Practical code for doing basic web development if you are learning ML