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Build 2 models ( No. 1. Transfer learning- completed but to be adjusted and No.2. Enhanced CNN- to be done ) for comparison.

General instruction: You should do transfer learning first ( to mend code available on github -accuracy is 94% ) and then you should develop&train your enhanced CNN.

Then you should do a comparative analysis of both model.

you should catering for the below in your python codes?

-Application of pre-trained model

-Development of enhanced CNN

-Explanation on training set and testing set

-How you have trained the model and solve the issues of overfitting

-There are very little difference between different abnormalities. How you cater for that?

-What are the parameters that influence the performance

-Detailed description on performance and evaluation

-In medical field, GAN is being used instead of data augmentation

-What you do in case of many unlabeled data?

Reference No.1 for Transfer Learning model:

Tutorial: [login to view URL] watch from 33:15 to 43:15

Github code: [login to view URL]

Reference No.2 for Transfer Learning model:

Github code: [login to view URL]

Reference No.3 model:

Github code: [login to view URL]

Note: You can use google colab for the training of the 2 models.

Payment clause: 1. Payment will be done when both models have been developed and trained and full comparative analysis reports are done.

2. DEADLINE TO COMPLETE 21/10/2021

Навыки: Deep Learning, Machine Learning (ML), Python, Искусственный интеллект

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О работодателе:
( 6 отзыв(-а, -ов) ) Surinam, Mauritius

ID проекта: #31792975

Поручен:

(16 отзывов(-а))
3.6

5 фрилансеров(-а) готовы выполнить эту работу в среднем за $140

hsh564cf84accd96

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$150 USD за 7 дней(-я)
(14 отзывов(-а))
4.4
Oussama2IA

Hello sir, I am an artificial intelligence engineer and I also have a lot of certificates in machine learning and deep learning with Python (You can check my profile). I will ensure that you receive high-quality serv Больше

$50 USD за 7 дней(-я)
(6 отзывов(-а))
2.1
shashaev96

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$200 USD за 7 дней(-я)
(1 отзыв)
2.0
serviceguptacon9

Hello, I am ready to transfer learning and than start develop CNN. I have 4 year experience of Python, Artificial Intelligence, Machine Learning and Deep Learning. I can develop this project in 7 days. I will charge am Больше

$250 USD за 7 дней(-я)
(0 отзывов(-а))
0.0