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https://github.com/aaronhma/ngconf-2020
Code & slides for ng-conf 2020!
https://github.com/aaronhma/ngconf-2020
Last synced: 3 months ago
JSON representation
Code & slides for ng-conf 2020!
- Host: GitHub
- URL: https://github.com/aaronhma/ngconf-2020
- Owner: aaronhma
- Created: 2020-03-31T17:57:32.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2023-01-26T18:50:28.000Z (over 1 year ago)
- Last Synced: 2024-01-22T20:19:40.557Z (5 months ago)
- Language: TypeScript
- Homepage: http://aaronma.me/ngconf-2020/
- Size: 13.6 MB
- Stars: 11
- Watchers: 3
- Forks: 2
- Open Issues: 22
-
Metadata Files:
- Readme: README.md
Lists
- awesome-tensorflow-js - Handwritten Digit Classification - A showcase project for [NgConf 2020](https://www.ng-conf.org/) talk on **A Journey into the World of Machine Learning with TensorFlow.js**. (Learn / Powered by TensorFlow.js)
README
# ngConf 2020
This GitHub repository holds slides + code for Aaron Ma's ng-Conf 2020 talk on **A Journey into the World of Machine Learning with TensorFlow.js**.
- Slides: [Click here to access Google Slides](https://bit.ly/ngConf20)
- Live Demo: [Click here to access demo](http://aaronma.me/ngconf-2020/)
## Objective
Our goal is to train a TensorFlow.js model that will take hand written digit images and learn
to predict a score for each of the possible 10 classes (the digits 0-9), return the highest
possible score as index to look up the value inside `trueLabels` array.
## Getting Started
1. Clone the repository.
```bash
$ git clone https://github.com/aaronhma/ngconf-2020.git
```
2. Get inside the repository.
```bash
$ cd ngconf-2020
```
3. Start the development server.
```bash
$ yarn start
```
4. Open your favorite browser
```bash
$ open http://localhost:4200
```
--OR--
[Click here to access Angular localhost server](http://localhost:4200)