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

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

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Om arbejdsgiveren:
( 6 bedømmelser ) Surinam, Mauritius

Projekt ID: #31566004

4 freelancere byder i gennemsnit $139 timen for dette job


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 Flere

$300 USD in 7 dage
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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 Flere

$200 USD in 5 dage
(2 bedømmelser)

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 Flere

$30 USD in 5 dage
(4 bedømmelser)

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 Flere

$25 USD in 15 dage
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