Take It to the Edge: Diving Into Data

Understanding the significance of data in TinyML models is extremely important. Get acquainted with the critical role data plays in an Edge Impulse project by reading through the two official Edge Impulse Docs below.

Follow the steps to complete this activity and be entered into our giveaway to win October's prize bundle - an Arduino Portenta H7 + Vision Shield and Edge Impulse Swag.

Join the Edge Impulse community at hackster.io/EdgeImpulse
Sign up for an Edge Impulse account at studio.edgeimpulse.com/signup
Review documents #1 and #2 below.
- Document #1: Data Aquisition
- Document #2: Data Explorer
Complete the quiz below to show us what you learned!

Submissions close October 30th at 11:59PM Pacific.

Name*

First NameLast Name

Email*

example@example.com

Hackster Profile URL Link*

Please include the entire URL link to your Hackster Profile: e.g. https://hackster.io/user-name

Email Used to Sign Up to Edge Impulse*

Please include the email address you used to create an Edge Impulse account.

Country*

Street Address

Street Address Line 2

1. Which of the following is NOT a method to upload your sensor, image, or other type of data to Edge Impulse:*

WebUSBEdge Impulse CLIFTPFile Upload

2. What is a Dataset Train / Test split ratio?*

Method for training and evaluating the performance of a machine learning algorithmAn indication of how data is divided between training and testing samplesThe percentage of data used for model training purposes and for model testing purposesAll of the above

3. Splitting a data sample allows you to:*

Divide you data in half, thus doubling itRepeat a motion or keyword over and over, and then store individual samples from the collected dataEliminate selected sensors from your dataReduce the memory consumed by your application

4. The Labelling Queue is only used for data in what types of projects?*

Audio ClassificationImage ClassificationObject DetectionAudio Detection

5. The Data Explorer can help you to explore and improve your dataset by:*

Visually mapping your data into a 2D spaceFinding outliers and unlabeled dataExtracting meaningful features from your dataAll of the above

Download and read Take It to the Edge terms & conditions and check the eligibility requirements before completing your entry.

By checking the box below I agree that I have read and accept the terms & conditions for participation in Take It to the Edge, and that my provided personal information may be shared with Edge Impulse and used to facilitate my participation in this program and for program-related emails.*

I agree

I would like to receive marketing news updates on new products, design tools and resources from Hackster.io and Edge Impulse. I understand that I can change my communication preferences or unsubscribe at any time.

Sign me up to receive marketing updates