Closed

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

Work Instruction:

-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.

Questions I will be having for you when you are 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:

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

-Github code: [login to view URL]

-Reference No.2 for Transfer Learning:

-Github code: [login to view URL]

-Reference No.3:

-Github code: [login to view URL]

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

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

Skills: Python, Deep Learning, Machine Learning (ML), Image Processing, OpenCV

See more: build wireless energy transfer circuit, excel expert build models brussels, Build a customized e-learning course, Build a customized e-learning cours, Build a 1 page design text and form on sublink bestbuyleads.com , transfer learning, transfer learning examples, transfer learning paper, transfer learning nlp, transfer learning andrew ng, transfer learning python, transfer learning tutorial, transfer learning keras, transfer learning definition, transfer learning machine learning, transfer learning medium, transfer learning tensorflow, transfer learning models, transfer learning cnn, transfer learning pre-trained models

About the Employer:
( 6 reviews ) Surinam, Mauritius

Project ID: #31566004

4 freelancers are bidding on average $139 for this job

sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav More

$300 USD in 7 days
(12 Reviews)
4.4
z1905z

Hi there, I am an electronics engineer. I did my master's degree in the same department. My master's thesis is on machine learning and image processing. As far as I can see from GitHub links, I am familiar with these More

$200 USD in 5 days
(2 Reviews)
2.3
omer19

hello, I have seen that you need an experienced ML expert for Build 2 models ( No. 1. transfer learning- completed but to be adjusted and No.2. CNN- to be done ) for comparison. -- 2 . I am a professional ML expert More

$30 USD in 5 days
(4 Reviews)
2.6
aaryanreegmi39

Perusing through the provided work instruction, I understand the type of problem trying to be solved. Creating deep learning models using technologies like CNN and transfer learning is my expertise. I have more than 2 More

$25 USD in 15 days
(0 Reviews)
0.0