srimani-programmer / Breast-Cancer-Predictor

A Flask based web application to predict breast cancer.
GNU General Public License v3.0
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Compare different Transfer learning method on image dataset #199

Closed Keyurchaniyara closed 2 years ago

Keyurchaniyara commented 2 years ago

Hello

I am a GSSoC22 contributor. I would like to compare transfer learning method VGG16, INCEPTION V3, RESNET on image dataset. I had already worked with 3 algorithm in breast cancer detection. Please do assign this to me.

Thank You :)

freny24 commented 2 years ago

@Keyurchaniyara issue has been assigned to you! Good Luck!

Keyurchaniyara commented 2 years ago

Thank you for giving me this opportunity.

Approach:

  1. Create a Jupyter file
  2. Clean the image data(remove Redundant images)
  3. Data Preprocessing(data generation)
  4. Create different transferlearning model
  5. Show classification report
  6. Plot Visualization graph
  7. Compare accuracy