Logo
Home Study Material Contact Search
AI Chat FREE
  1. computer science
  2. programming
  3. calculate the input and output dimension for each

Calculate the input and output dimension for each convolution and pooling layer in DeepSEA (100pts)

70.2K

Verified Solution

Question

Programming

Calculate the input and output dimension for each convolutionand pooling layer in DeepSEA (100pts)

Answer & Explanation Solved by verified expert
3.9 Ratings (574 Votes)
Input Outputdimensions in ConvultionInput Shape Give a 4D array as input to the CNN So input datahas a shape of batchsize height width depth wherethe first dimension represents the batch size ofthe image and the other three dimensions represent dimensions ofthe image which are height width and depth For some of you whoare wondering what is the depth of the image its nothing but thenumber of color channels For example an RGBimage would have a depth of 3 and the greyscaleimage would have a depth of 1Output Shape The output of the CNN is also a 4D array Wherebatch size would be the same as input batch sizebut the other 3 dimensions of the image might change depending uponthe values of    See Answer
Get Answers to Unlimited Questions

Join us to gain access to millions of questions and expert answers. Enjoy exclusive benefits tailored just for you!

Membership Benefits:
  • Unlimited Question Access with detailed Answers
  • Zin AI - 3 Million Words
  • 10 Dall-E 3 Images
  • 20 Plot Generations
  • Conversation with Dialogue Memory
  • No Ads, Ever!
  • Access to Our Best AI Platform: Flex AI - Your personal assistant for all your inquiries!
Become a Member

Other questions asked by students

Medical Sciences
1.2K views

Dr. John Snow is best known for his work, which is coined “shoe leather epidemiology.” Provide...

Psychology
1.2K views

Evaluate the role of Mental Health Counseling, beginning with your own description of the field itself,...

Physics
1.2K views

A ring (mass 2 M, radius 1 R) rotates in a CCW direction with an initial...

Electrical Engineering
1.2K views

In VHDL with Xilinx Vivado, design a PWM circuit as described in the Background and Theory...

Economics
1.2K views

In the early 1970s, inflation was hitting the U.S. economy, and one of the results was...

Physics
1.2K views

What is the equivalent resistance between the points A and B of the network 392...

Geometry
1.2K views

1 In the diagram below a cylinder with a height of 8 yds and a...

Geometry
1.2K views

Charlene took out a 25 year loan from her bank for 115 000 at an...

Accounting
1.2K views

Exercise 3-6 (Algo) Schedules of Cost of Goods Manufactured and Cost of Goods Sold; Income...

Accounting
1.2K views

17 Financial data for Joel de Paris, Inc., for last year follow: Joel de Paris,...

Accounting
1.2K views

Austell, with 20,000 residents, is deciding how to finance the construction of a new municipal...

Accounting
1.2K views

Cissi Jean Oliver opened Cleaning Angels, Inc. on September 4, 2018. During September, the following...