Butterfly Classification using Transfer Learning

A multi-class classification approach to categorize the type of Butterfly using Transfer Learning from CNN 'inception_V3' model in Tensorflow.

The aim is to create a classifiacation model predicting the breed of the butterfly belonging to the following classes:

1. Black_Swallotail (B)
2. California_Sister (C)
3. Milberts_Tortoisedhell(M)
4. Red_Admiral (R)
5. Red_Spotted_Purple (S)
6. The_Blues (T)

Steps Performed

• Setup
• Loading Dataset
• Building Scratch Model
• Data Preprocessing
• Training on Scratch model
• Visualization of results
• Getting the Transfered Weights
• Training on Transfered model
• Visualization of results
• Testing the model

Check the Notebook for result and analysis