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2 years ago

faithful deconvolution for acoustic-resolution photoacoustic microscopy enabled by convolutional neural networks

1 answer:

6 0

An artificial neural network (ANN) class known as a convolutional neural network (CNN, or ConvNet) is frequently used to evaluate visual imagery.

<h3>What is convolutional neural networks?</h3>

An artificial neural network (ANN) class known as a convolutional neural network (CNN, or ConvNet) is frequently used to evaluate visual imagery. Based on the shared-weight architecture of the convolution kernels or filters that slide along input features and produce translation-equivariant responses known as feature maps, CNNs are also known as Shift Invariant or Space Invariant Artificial Neural Networks (SIANN).

Contrary to popular belief, because most convolutional neural networks apply a downsampling operation to the input, they are not invariant to translation. An RNN's architecture differs from that of a CNN. RNNs send results back into the network, whereas CNNs are "feed-forward neural networks" that employ filters and pooling layers (more on this point below). The size of the input and the output are fixed in CNNs.

The complete questing is,

Faithful deconvolution for acoustic-resolution photoacoustic microscopy enabled by convolutional neural networks. Explain

To learn more about convolutional neural networks refer to:

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Use the drop-down menus to complete the steps for rearranging the layout of a form.

trasher [3.6K]

Answer:

1. Open the Form

2. Arrange tabs

3. Layout view

4. Reoder and arrange the Layout as desired

5. Press Ctrl + A

6. Choose the remove Layout button

7. Click Save

I am not sure

8 0

3 years ago

A bakery sells three types of muffins whose prices are as follows: 1- blueberry muffin, $2.98 2- chocolate chip muffin, $4.50 an

andreev551 [17]

Explanation:

The menu is provided as given in the question. A while loop is used to keep getting input from the user until the user enters exit value 0. If elif commands are used to keep track of the respective muffins. Three counters are used to keep the count of each muffin and at the end the quantity of each muffin is multiplied with the price of each muffin then added together to get the total bill.

Python Code:

menu="""****************MENU*******************

Please select your muffins:

Press 1 for blueberry muffin $2.98

Press 2 for chocolate chip muffin $4.50

Press 3 for banana muffin $9.98

Press 0 for exit!

***************************************"""

print(menu)

blue=0

chock=0

banana=0

flag=0

while flag==0:

inp=eval(input())

if inp==1:

blue+=1

print("blueberry muffin added")

elif inp==2:

chock+=1

print("chocolate muffin added")

elif inp==3:

banana+=1

print("banana muffin added")

elif inp==0:

break

else:

print("invalid selection!")

print("Your bill is: $",blue*2.98+chock*4.50+banana*9.98)

Output:

*******************MENU**********************

Please select your muffins:

Press 1 for blueberry muffin $2.98

Press 2 for chocolate chip muffin $4.50

Press 3 for banana muffin $9.98

Press 0 for exit!

***************************************"*********

chocolate muffin added

banana muffin added

invalid selection!

blueberry muffin added

Your bill is: $ 17.46

7 0

4 years ago

How do people interact with chromebooks

geniusboy [140]

It is a laptop so they are able to take them with them whit them they are the most potable laptop able over any apple product you can get in the same category

8 0

4 years ago

Read 2 more answers

This project is to mimic a meeting request system by checking the requesting party’s validity, and the number of people attendin

alexgriva [62]

Answer:

See explaination for the program code

Explanation:

Meeting.java

------

import java.util.Scanner;

public class Meeting {

public static void main(String[] args) {

Scanner input = new Scanner(System.in);

final int ROOM_CAPACITY = 100;

int numPeople, diff;

String name;

System.out.println("****** Meeting Organizer ******");

System.out.print("Enter your name: ");

name = input.nextLine();

System.out.println("Welcome " + name);

do{

System.out.print("\nHow many people would attend the meeting? (type 0 to quit): ");

numPeople = input.nextInt();

if(numPeople < 0)

System.out.println("Invalid input!");

else if(numPeople != 0)

{

if(numPeople > ROOM_CAPACITY)

{

diff = numPeople - ROOM_CAPACITY;

System.out.println("Sorry! The room can only accommodate " + ROOM_CAPACITY +" people. ");

System.out.println(diff + " people have to drop off");

}

else if(numPeople < ROOM_CAPACITY)

{

diff = ROOM_CAPACITY - numPeople;

System.out.println("The meeting can take place. You may still invite " + diff + " people");

}

else

{

System.out.println("The meeting can take place. The room is full");

}

}while(numPeople != 0);

System.out.println("Goodbye!"); }

}

output

---

****** Meeting Organizer ******

Enter your name: John

Welcome John

How many people would attend the meeting? (type 0 to quit): 40

The meeting can take place. You may still invite 60 people

How many people would attend the meeting? (type 0 to quit): 120

Sorry! The room can only accommodate 100 people.

20 people have to drop off

How many people would attend the meeting? (type 0 to quit): 100

The meeting can take place. The room is full

How many people would attend the meeting? (type 0 to quit): 0

Goodbye!

4 0

4 years ago

A solid weighs 20gf in air and 18gf in water .find the specific gravity of the solid

swat32

<h2>Answer:</h2>

<h2>Explanation:</h2>

Specific gravity (also called relative density) is the ratio of the density of an object (or substance) to the density of a reference substance (mostly water). It has no unit and is given by the following;

Specific gravity = $\frac{density-of-object}{density-of-water}$

Specific gravity is also given by the ratio of the weight of the object in air to the loss of weight of the object in water. i.e

Specific gravity = $\frac{weight-of-object-in-air}{loss-of-weight-in-water}$ --------------(* * *)

In this case;

i. The object is the solid which has a weight of 20gf in air.

ii. The loss of weight of the solid in water is the difference between the weight in air (20gf) and the weight in water (18gf).

Therefore the loss of weight is

20gf - 18gf = 2gf

Now substitute these values from (i) and (ii) into equation (* * *) as follows;

Specific gravity = $\frac{20gf}{2gf}$

Specific gravity = 10

Therefore the specific gravity of the solid is 10

7 0

3 years ago