This project is made by Anish Govind. Other projects can be found at my GitHub. Learn how I made this project on my Developer Blog.
Deep learning itself is very rewarding and it's great to accomplish training and testing a model. The issue now is how to allow users to play with your model so they can agree that you've done well. This is my first "full stack" ML project, incorporating Tensorflow and Tensorflow.js to create a website that predicts what digit you're writing in the 280x280 canvas space provided. It's a simple task but one that allows users to play around and see what I've made.
- Inferential Statistics
- Deep Learning
- Convolutional Neural Networks
- Python 3
- Sci-Kit Learn
- Tensorflow
- Tensorflow.js
- p5.js
- Chart.js
- Bootstrap
You can learn more about how I created this project and what hardships I faced in my Developer Blog.
- Click Here.
- Follow instructions on the site.
- Created a frontend
- Process user input in the front end
- Get predictions from user input
- Prettify the site
- Add a graph that shows the predictions
- Improve model accuracy
- 1.0.0 (6/28/2020): First working release.
- 1.1.0 (7/3/2020): Completely redesigned site that is more user friendly.
- 1.1.1 (7/4/2020): Fixed the user input so that the model will predict on images it's familiar with.
- 1.2.0 (7/4/2020): Added a doughnut chart that shows prediction values.
Creator: Anish Govind
Ways to contact:
IF YOU FIND ANY ISSUES OR BUGS PLEASE OPEN AN ISSUE