Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

1 . 5 1 n a recent biodiversity project, researchers deployed drones to capture aerial images ofa forest reserve. They aim to use automated image

1.51n a recent biodiversity project, researchers deployed drones to capture aerial images ofa forest reserve. They aim to use automated image segmentation algorithms to identify and segment various landforms, such as water bodies, green patches, and rocky terrains.To evaluate the model's accuracy, a reference mask was manually created for a specific image.For a specific region of interest, the segmented output from the model delineates a water body in the shape of a rectangle. However, the manually curated reference mask shows a slightly different shape. To compare the two, the segmented area from the model is 1500 sq. and the area from the reference mask is 1800 sq. units. The overlapping region between the model's segmentation and the reference mask is 1200 sq. units. Based on the provided values, calculate the Intersection over Union (loU) for the segmented water body region to evaluate the accuracy of the model's segmentation against the reference mask.

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access with AI-Powered Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Students also viewed these Databases questions