How are you avoiding over-fitting problems

Assignment Help Software Engineering

Reference no: EM132919811

Question 1.- The dataset consists of 387 images. It is enough for the proper training of the net? How have you decided working in those data only and not with a different dataset?

Question 2.- Since your data consist only of a building hall. How are you avoiding over-fitting problems?

Question 3.- Given the scarcity of data. How would it generalize to other environments? Would it work in a similar corridor?

Question 4.- You have used different tools for image augmentation. How have you checked that the operations done are correct? Have you done visual verification or you used some metrics to determine which operations are valid?

Question 5.- The work is focused in a lightweight implementation. Have you worked with other implementations before considering the lightweight configuration? Howwouldit compare with more heavy networks?

Reference no: EM132919811

Questions Cloud

Identify the concerns of the host country : Identify the concerns of the host country and the local community regarding your operations there. What plans do you have to deal with their concerns and to ens

Steps that are required in starting a small business : Explain the steps that are required in starting a small business.

Calculate the accounting rate of return : Let tax = 50% and depreciation straight line. Calculate the accounting rate of return. Stream of income before depreciation and taxes.

Find what amount be reported as total current liabilities : What amount should be reported as total current liabilities? Accounts payable, net of debit balances in suppliers' accounts of ¥100,000 = ¥4,000,000.

How are you avoiding over-fitting problems : How have you checked that the operations done are correct? Have you done visual verification or you used some metrics to determine which operations are valid

Compute the total cost that would be incurred : Compute the total cost that would be incurred during a month with a production level of 12,000 units and a sales level of 8,000 units

What is the estimated warranty liability on december : What is the estimated warranty liability on December 31, 2002? In 2001, Henning Company introduced a new product carrying a two-year warranty against defects.

Explain the k-nearest neighbors algorithm for prediction : Please answer each of the following questions in detail and provide examples for better clarity wherever applicable. Provide in-text citations.

Which venture capital consider as source of fund to business : If the management pays high dividends, it signals high expected profits in future to maintain the high dividend level. This would?

Reviews

len2919811

6/18/2021 12:14:34 AM

computer vision and deep learning I am a student in a master degree I already run a code that is from this Github with a dataset from is a small dataset I have some question from the professor that I would like to enrich can you help as you see my deadline is in a short notice

Write a Review

Required(*) Message

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

Submit Assignment

User Account

All Pages