Cause of overfitting using vgg16 transfer learning

• Fruit-Images-Dataset

  3 646 0.0 Jupyter Notebook

  Fruits-360: A dataset of images containing fruits and vegetables

Hi guys, i'm data science student i'm learning to use transfer learning (VGG16) on Fruits-360 dataset (https://github.com/Horea94/Fruit-Images-Dataset). I preprocessed the data with

• lime

  14 11,278 0.0 JavaScript

  Lime: Explaining the predictions of any machine learning classifier (by marcotcr)

Or you could see what activates miss-classified labels (e.g. with LIME https://github.com/marcotcr/lime) and try to understand if there are some common causes (e.g. reflection, different lighting, background etc.).

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

Suggest a related project