Suljettu

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

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

Taidot: Python, Deep Learning, Image Processing, Machine Learning (ML)

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Tietoa työnantajasta:
( 6 arvostelua ) Surinam, Mauritius

Projektin tunnus: #31562133

4 freelanceria on tarjonnut keskimäärin $29 tähän työhön

qaisrani123

Hi, I am an experienced data scientist and ML/AI Engineering working in the academic and industrial projects. I have also served as a research assistant in a Renowned IT sector University “COMSATS” Islamabad, Pakistan Lisää

$35 USD 3 päivässä
(52 arvostelua)
5.6
mashoodmohsin

Hi, I am python expert and I have designed custom algorithms for maximum efficiency. I can easily implement OOP concepts in your project. My expertise is in Machine Learning. I have deep understanding of python and MYS Lisää

$30 USD 2 päivässä
(7 arvostelua)
4.5
pkundu25

I am an experienced IT professional and a Data Science practitioner. Your job caught my eye and looks to be quite interesting to me. I have developed various algorithms pertaining to ML/DL/NLP/Computer Vision from expl Lisää

$20 USD 8 päivässä
(2 arvostelua)
0.6
malikwaleed509

hello , i am a machine learning engineer and have expertise in deep learning models like CNN, RNN , DNN etc.. i read your project description and i can do transfer learning and make a CNN model that will performs best Lisää

$30 USD 5 päivässä
(0 arvostelua)
0.0