Multiclass-classification-104-flowers with Transfer Learning

Problem Statement : Classify different types of flowers

Solution Proposal : Developing and Deploying a Deep Learning CNN model to Classify the 104 types of flowers using Kaggle compitation data .

Solution outcome : After proper data preprocessing and using VGG19 model (Transfer Learning) the accuracy achieved is ::: == 98 %

Solution explaination : The Solution mainly consists of two parts :

                      1) Data Preprocessing 
                      
                      2) Selecting and Developing an appropriate model 
                      
                      3) Training and Testing of the model on the data 

#Dataset : https://www.kaggle.com/c/flower-classification-with-tpus