Assume that you are going to use sliding windows method with convolution implementation (all at once) to detect one the following objects within the images: houses, trees, people, cars. In order to deal with the overlapped images we have decided to consider four anchor boxes. Assume we use 1000 images for training purposes and we use the following net to divide the image into pieces. For each image during the training, we create an output with dimension of axbxc to be used as the target value for the output layer of the neural network. a must be b must be and c must be

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
icon
Related questions
Question
Question 4
Assume that you are going to use sliding windows method with convolution implementation (all at once) to detect one the following objects within the images: houses, trees, people,
cars. In order to deal with the overlapped images we have decided to consider four anchor boxes. Assume we use 1000 images for training purposes and we use the following net to
divide the image into pieces.
For each image during the training, we create an output with dimension of axbxc to be used as the target value for the output layer of the neural network. a must be
, and c must be
b must be
Transcribed Image Text:Question 4 Assume that you are going to use sliding windows method with convolution implementation (all at once) to detect one the following objects within the images: houses, trees, people, cars. In order to deal with the overlapped images we have decided to consider four anchor boxes. Assume we use 1000 images for training purposes and we use the following net to divide the image into pieces. For each image during the training, we create an output with dimension of axbxc to be used as the target value for the output layer of the neural network. a must be , and c must be b must be
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps with 2 images

Blurred answer
Knowledge Booster
Processes of 3D Graphics
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.
Similar questions
Recommended textbooks for you
Database System Concepts
Database System Concepts
Computer Science
ISBN:
9780078022159
Author:
Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:
McGraw-Hill Education
Starting Out with Python (4th Edition)
Starting Out with Python (4th Edition)
Computer Science
ISBN:
9780134444321
Author:
Tony Gaddis
Publisher:
PEARSON
Digital Fundamentals (11th Edition)
Digital Fundamentals (11th Edition)
Computer Science
ISBN:
9780132737968
Author:
Thomas L. Floyd
Publisher:
PEARSON
C How to Program (8th Edition)
C How to Program (8th Edition)
Computer Science
ISBN:
9780133976892
Author:
Paul J. Deitel, Harvey Deitel
Publisher:
PEARSON
Database Systems: Design, Implementation, & Manag…
Database Systems: Design, Implementation, & Manag…
Computer Science
ISBN:
9781337627900
Author:
Carlos Coronel, Steven Morris
Publisher:
Cengage Learning
Programmable Logic Controllers
Programmable Logic Controllers
Computer Science
ISBN:
9780073373843
Author:
Frank D. Petruzella
Publisher:
McGraw-Hill Education