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Advanced Deep Learning and Computer Vision | Prashant Nair | Jan 30 - Feb 27 | 2021

Here is my first assignment's solution for binary classification for Advanced deep learning for computer vision. This model is overfitted.
 
these are the files i have used
 

Attachments

  • Transfer_Learning_And_CNN_Arch.zip
    336.6 KB · Views: 6
  • berry.jpg
    berry.jpg
    124.5 KB · Views: 7
  • apple.jpg
    apple.jpg
    6.3 KB · Views: 5
  • org.jpg
    org.jpg
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sir i have done transfer learning, plotting and callback method in same file.
following are my testing images.
 

Attachments

  • Dogs_and_cats_using_Transfer_Learning.zip
    83.7 KB · Views: 3
  • img2.jpg
    img2.jpg
    5.5 KB · Views: 2
  • adorable-puppy.jpg
    adorable-puppy.jpg
    34.9 KB · Views: 2
Please find attached my homework, with the test images used for the cat and dog classes.
VGG and Resnet had some overfitting, but predicted the two test photos correctly.
Inception and Xception didn't appear to overfit, but each misclassified one of the test photos.
I had some difficulty in using Nasnet to predict classes.
 

Attachments

  • cat.jpg
    cat.jpg
    72.3 KB · Views: 2
  • Cats_and_Dogs_1_Transfer_Learning_And_CNN_Arch.zip
    162.7 KB · Views: 3
  • dog.jpg
    dog.jpg
    126.9 KB · Views: 3

Prashant_Nair

Well-Known Member
Simplilearn Support
Alumni
Trainer
Sir, getting this error while installing face recognition ,any suggestions?
Dlib not installed correctly


Regards
PN
 
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