Objectives
- Introduction to problem
- Introduction to data-set
- Training, Testing and Visualization
Things
- Jetson Nano
- Power adapter for jetson 5v-2A
- Monitor, Keyboard and Mouse
Let’s begin!
The installation and setup of the Jetson Board can be found HERE
Problem Statement
| Length | Width | Type |
| 3 | 1.5 | Red |
| 2 | 1 | Blue |
| 4 | 1.5 | Red |
| 3 | 1 | Blue |
| 3.5 | .5 | Red |
| 2 | .5 | Blue |
| 5.5 | 1 | Red |
| 1 | 1 | Blue |
| 4.5 | 1 | ?? |
Let us consider there is 2 colors of flower Red and Blue for which the height and width is given in the table. The objective is to create a ANN program capable of predicting the class of unknown color of flower based on its height and width.
There are two inputs i.e. height and Width and a single output for determining the color of flower
nn(length, width) = sigmoid(w1 * length + w2 * width + b)
Here, sigmoid is used to squash the input between 0 and 1. Since there are only 2 outputs anything below 0.5 can be considered Red and above
Installing the necessary libraries
sudo apt-get install nodejs
sudo apt-get install npm
To check you installation you can type
nodejs -v
Hello World with tensorflow
gedit flower.js
Enter the following code to verify
To run the code save it, execute the following command
node flower.js
We would love to see what you build out of these learnings!
Click here to submit your projects, share it with the world and stand a chance to be rewarded.
