P7 Computer ScienceYou have to use Convolutional Neural Networks(CNN) techniques.You can use libraries in Python already availableon internet for these methods. The main purposeof the project is to decide on structure of thenetworks and training them for a specificproblem.Choose a single problem from the following list,find dataset on the internet and implement yourcode properly.Project Topics:1-)Optic Cup Segmentation2-) Diabetic Retinopathy DetectionPlease write information report about this code.

Optic cup segmentation:- CODE:- import os import numpy as np import time import sys import pandas…

Answered: 1-)Optic Cup Segmentation

Engineering

Computer Science

1-)Optic Cup Segmentation

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

See similar textbooks

Related questions

Q: ]Determine whether the statement is true or false. 1. . If AB = AC, then B = C. 1 2. If A = 3). then…

A: 1.True because AB=AC then AB-AC=0 => A(B-C)=0 A=0 AND B-C=0 ===> B=C. 2.True sqaure the…

Q: Not-OR Statement s1 && s2 && s3 s1 || s2 || s3 ! (s1 && s2 && s3) ! (s1 || s2 || s3)

A: The correct answer for the above question is 4. ! (s1 || s2 || s3)

Q: Consider the advantages and disadvantages of implementing wireless technologies. Provide the network…

A: Given: This is a high-speed method for sharing information over short periods of time or creating…

Q: 13. if AX= 84; what is the result of executing the instruction CWD AX

A: This instruction (Convert signed Word to signed Doubleword) copies the sign bit of a word in AX to…

Q: Write the Java code to calculate your 'CGPA'. The grades history is recorded in a database. Consider…

A: import java.util.Scanner; class CGPACalculation { double sum=0; CGPACalculation(double…

Q: 1. A color image uses 18 bits to represent a pixel. Compute the maximum number of different colors…

A: 0 or 1 are the only two possible values for a binary digit, which is how it is defined. To store…

Q: che memory

A: Introduction: Faster access to data is made possible via cache memory, a high-speed CPU memory. The…

Q: 3.5.1: Recursive function: Writing the base case. Add an if branch to complete double_pennies()'s…

Q: In software testing and development, what kinds of tools and technologies may be utilised to…

A: Introduction : Software testing is an organisational process for developing software that assures…

Q: Distinguish between the many forms of virtualization and define what they all mean (Language,…

A: INTRODUCTION Virtualization is a predominant practice in the improvement of IT organizations.…

Q: To begin, let's talk about Windows Services.

A: Introduction: Microsoft Windows a services, which were formerly known as NT services, provide users…

Q: ficance of firewalls in ensuring the safety of computer networks and the internet. Make sure you use…

A: Introduction: Below describe the distinguish the significance of firewalls in ensuring the safety of…

Q: When computers first came out, what type of security measures did they have in place? Explain

A: Physical security was the only kind of protection available in the early days of computers. (There…

Q: What steps will we take if the data bus is only 16 bits wide but our instruction is 64 bits long?…

A: The Answer start from step-2.

Q: Five - B / Give the meaning of the full term for each of the following. for only five CLI, VGA…

A: 1) CPU: Central Processing Unit. CPU is responsible to execute all the instructions and all the…

Q: What are the numerous inputs and outputs of the software system design process that should be…

A: System design is the most common way of designing the elements of a framework, for example, the…

Q: Arduino Due and Arduino Mega have the same number of Digital Input/Output, ........ which is equal…

A: The question is to select the correct option for the given questions.

Q: Surveys on the adoption of agile approaches and surveys funded by firms that provide agile solutions…

A: Introduction: Agile is a development and testing style that fosters continuous iteration across the…

Q: A: write a C++ program that read the number and compute its factorial, Use while statement to create…

A: the factorial of a non-negative integer n, denoted by n!, is the product of all positive integers…

Q: Discuss the relationship between censorship and privacy and Internet usage.

A: The Answer is in step2

Q: A Windows Service is different from a conventional program in how it is set up.

A: Standard application: A standard/regular application on a Windows system is one that the user…

Q: Whats wrong in this Java code? ---- class TriPism { public static void main(String[] args) {…

A: class TriPism { public static void main(String[] args) { myFrog = new Frog(); myBird = new…

Q: e a Python-3 user-defined function C(N) that returns an 1D array containing the ficients of the…

A: here are two best practices to follow when using this method: Catch the exception (WindowsError,…

Q: There can be multiple decision variables for while loop. True O O

A: There can be multiple decision variables for while loop. True.

Q: Traditional Waterfall Model or Iterative Waterfall Model, which one should you choose for your…

A: Classical Waterfall Model vs. Iterative Waterfall Model Iterative Waterfall Model 1 Feasible for…

Q: What are some of the advantages that come with making use of a certain feature?

A: Characteristics, advantages, and advantages: Features, Advantages, and Benefits is what the acronym…

Q: etrics of the software development process should be described in more detail if feasible Explain…

A: oftware development metrics are quantitative measurements that help managers understand software…

Q: State the purpose of using “static” keyword in java with example.

A: let's see the correct answer of the question

Q: A Windows Service is different from a conventional program in how it is set up

A: Standard practice: A standard/regular application on a Windows system is one that the user initiates…

Q: Investigate the ways in which gaining data via observation and through the inspection of documents…

A: The Answer is in given below steps

Q: List any TWO materials that can be included as an appendix to a lengthy essay. Describe an abstract…

A: Introduction Appendices also become important in one’s research paper. It mainly includes…

Q: What is type casting? Explain implicit and explicit type conversion with example.

A: Type casting or type-conversion is the process of converting one data type to another. If you wish…

Q: e, whats wrong with this. its always Battleship #include int main() { char id; printf("Enter…

A: Given Code: #include <stdio.h> int main(){ char id;printf("Enter the class ID :…

Q: The Spiral Model may be used to any little project.

A: Given: The spiral model, which is used for risk management in the systems development life-cycle,…

Q: What can you do to help keep the network safe?

A: Given: Below are some precautions that must be taken in order to secure the network. 1. The most…

Q: Malware "in the network" might be difficult to detect

A: Malware Malware is any product purposefully intended to make disturbance a server, client, computer…

Q: Question 1: A. Use MOV instruction to write an equivalent for the following instructions: 1. CHG AX,…

A: If you want Alternative of MOV ax, data Then it is LEA ax, data So answer 2.

Q: Is there a relationship between the system life cycle and the system development methodology?

A: System Life Cycle and System Development Methodology: The systems development life cycle (SDLC) is a…

Q: Why would you analyse the time complexity of an algorithm? a. To determine how complex the…

A: Time taken by the algorithm to run is called time complexity. There are some different notations to…

Q: Which part of the software development process, in your opinion, is the most critical? Your response…

A: Software development process: The software development process begins with the analysis phase, which…

Q: Find the answer on the given sets below corresponding the operations (union, intersection and…

A: Complement of a set: The complement of any set is represented as A', B', C' etc. In other words, we…

Q: A: write a C++ program that read the number and compute its factorial, Use while staten iteration…

A: the answer is an given below :

Q: Is there a better way to get application software? Your answer, in my view, should be supported by…

A: Programs for Application Use: It is a piece of the software for personal computers that was…

Q: Program 3.8.2: Write a program to find the sum of an array Arr by passing an array to a function…

A: A pointer is a special variable that is used to store the address of a variable or the address of an…

Q: It is critical to explain the role of firewalls in network security and protection. Remember to…

A: In terms of network security and protection, it's critical to understand how firewalls function.…

Q: The term "privacy" doesn't have a clear definition. The best five things you can do to keep your…

A: privacy, is the aspect of information technology (IT) that deals with the ability an organization or…

Q: There are concerns about privacy while using social networks like Facebook, which already have so…

A: INTRODUCTION As indicated by studies, numerous youths accept that social media and social systems…

Q: Choose the right output of the following code: x= [0,3] y- [3,3] plot (x, y) hold on x-[0,3] y-…

A: Both problems are answered using MATLAB.

Q: 6) What will be the output of the following code fragment? check = False total = 4 while not check:…

A: Introduction: In this question we need to find out the output of the following code snippets.

Q: What are some of the most prevalent methods of system development? Each method's key advantages and…

A: Some methods of system developments are: 1) Agile Development Method When adding new functionality,…

Concept explainers

Transmission media

A communication channel that transmits data from a source to a recipient is referred to as "transmission media." Electromagnetic impulses are used to transmit data. Transmission media's primary purpose is to transmit data in the form of bits via a local area network (LAN). In data transport, it is the physical link that connects the transmitter and receiver. Transmission medium is part of layer 1 or physical layer of the ISO/OSI (Open System Interconnection) model.

Question

Computer Science
You have to use Convolutional Neural Networks
(CNN) techniques.
You can use libraries in Python already available
on internet for these methods. The main purpose
of the project is to decide on structure of the
networks and training them for a specific
problem.
Choose a single problem from the following list,
find dataset on the internet and implement your
code properly.
Project Topics:
1-)Optic Cup Segmentation
2-) Diabetic Retinopathy Detection
Please write information report about this code.

Expert Solution

This question has been solved!

Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.

SEE SOLUTION Check out a sample Q&A here

Step 1

VIEW

Step 2

VIEW

Step by step

Solved in 2 steps with 1 images

SEE SOLUTION Check out a sample Q&A here

Knowledge Booster

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

Implement two of the following models into a package, for your selected project idea(java code for pharmacy) : a) Multi Server-Single Queuing System (at least 3 servers) b) Inventory Simulation (ex: newspaper problem)
Implement a simple e-mail messaging system. A message has a recipient, a sender, and a message text. A mailbox can store messages. Supply a number of mailboxes for different users and a user interface for users to log in, send messages to other users, read their own messages, and log out. Follow the design process that was described in this chapter. • Draw updated UML diagram as well as CRC card and submit as PDF file with your name and Id number. (hint: you may do this by hand but ensure clarity of your work)
The Spiral Model can assist with any small task.
Let's pretend for a second that you are a software designer and that you have developed a programme that analyses pictures of different recyclable items (such as a can, bottle or a crate). It is possible to utilise it by way of something called a Web Application Programming Interface (Web API), which gives users the ability to send pictures over the internet. The system will provide, for each photograph, the total number of instances of each unique item that can be seen in the image. This information is presented in the form of a count. Think about whether or not it would be acceptable to provide this service at free cost to the customer. Justify your answer
Implement a simple e-mail messaging system. A message has a recipient, a sender, and a message text. A mailbox can store messages. Supply a number of mailboxes for different users and a user interface for users to log in, send messages to other users, read their own messages, and log out. Follow the design process that was described in this chapter. Draw updated UML diagram as well as CRC card
Write code in Python for a Raspberry Pi to autonomously dock a robot to a charging station. This is not for a simulation and will actually be tested on a Raspberry Pi. You can use any method or sensors to dock the robot. Just list what sensors you used as it will be replicated in real life.
scenario: A 7 year’s old little boy “Ahmad Salar” uses his father’s mobile phone. He installs games from the Google Play store quite often. However, being a probing guy he sometimes gets curious that while he is in process of installing a certain game he cannot instantiate another process of the game. Ahmed asked his father about the dilemma. The father took a scientific approach to answer the question. The answer was something to do with Software patterns. Question: Your task is to identify the precise pattern and logically argue about its intent and usefulness. Draw a UML diagram for the identified pattern also.
Machine learning . Implement the Naive Bayes for Spam sms detection from Scratch using Python.You should use appropriate dataset for training and testing.Implement a simple GUI allowing users to enter a SMS and the program will display whether it is a spam or not using the Naive Bayes algorithm.
The first step is to make a list of the problems you expect when building the framework. The second step is to look at the problems you expect when putting each answer together. Is using the cloud the answer? Should you make every event a priority, even if it's the same?
Write a python program for 2-wheel custom robot having 2 distance sensors for collision avoidance task.
Computer Science USING c# I'm new to unity game development, and im just wonder if I an get some help on a little project I'm try to get to work. I essentially want the NPC that is set to come to my position via NavMesh, to activate the idle animation when not moving and the walking animation when it decides to move. This is the simple quick follow script I have for the navmesh agent(the NPC), where it follows me. Obviously right now all it does it follow, it doesn't have animations rigged to it. using System.Collections;using System.Collections.Generic;using UnityEngine;using UnityEngine.AI; public class FollowMe : MonoBehaviour{public NavMeshAgent enemy;public Transform Player;// Start is called before the first frame updatevoid Start(){ } // Update is called once per framevoid Update(){enemy.SetDestination(Player.position);} }
Follow the instructions in the cell below and write your code to run the simulation process for 50,000 times. Plot the sandpile every 200 unit time. In [3]: # initialize sandpilesp = SandPile()# simulation timeT = 50000for t in range(1,T+1): # Put your code here to get the position to drop one unit sand # Put your code here to update the sandpile # plot your code here to plot the sandpile every 200 unit time