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How to Create a Machine Learning Model That Can Identify Lyme-Disease Transmitting Ticks!

How to Create a Machine Learning Model That Can Identify Lyme-Disease Transmitting Ticks!

Assessment

Interactive Video

Science, Information Technology (IT), Architecture, Social Studies

1st - 6th Grade

Practice Problem

Hard

Created by

Wayground Content

FREE Resource

This tutorial guides users through identifying tick species using machine learning. It covers setting up a Google Colab environment, collecting tick images from iNaturalist, and performing image augmentation. The tutorial also explains how to train a model to improve tick identification accuracy, comparing it to general public performance.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the process of collecting data from iNaturalist as outlined in the tutorial.

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What is image augmentation and why is it important in this project?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you improve the accuracy of the tick identification model?

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