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

Interactive Video
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Science, Information Technology (IT), Architecture, Social Studies
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1st - 6th Grade
•
Hard
Wayground Content
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7 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why is it important to identify different types of ticks?
To determine the risk of tick-borne diseases
To find out their habitat
To estimate their population
To know their diet
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the first step in setting up the Google Colab environment for tick identification?
Downloading the Tick Identification zip folder
Collecting images from iNaturalist
Running the machine learning model
Performing image augmentation
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which website is recommended for collecting tick images for the dataset?
Flickr
iNaturalist
Google Images
Shutterstock
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of converting all images to JPEG format?
To improve image quality
To ensure uniformity for the machine learning model
To make them compatible with all devices
To reduce file size
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is image augmentation?
A way to label images
A method to compress images
A technique to create more images from existing ones
A process to enhance image quality
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What can be done to improve the accuracy of the tick identification model?
Use fewer images
Skip the validation step
Gather more data and adjust augmentation parameters
Reduce the number of tick species
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What metrics can be used to evaluate the model's performance?
Precision, recall, and F1 score
Image resolution and size
Number of images processed
Time taken to run the model
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