owusublessing / cat-vrs-dog-classifier

Cat vrs Dog Image Classifier

This is a simpple deep learning Flask app trained on top of Keras APi.The trained model will take an input image and predict the class between Dog and Cat

-- Project Status: [Active]

Project Intro/Objective

The purpose of this project is is to complete my certification on free code camp as it is one of the six projects requiired to acquire the certificate

Methods Used

• Image Data collection
• Data preprocessing
• Model Building and Evaluation
• App development

Technologies

• Python
• Tensorflow
• Keras
• Flask
• HTML,CSS
• JavaScript

Project Description

The data image datasets was colleted from kaggle by using the kaggle Api because that happend to be a faster way to get image datasets.The images which are are int two classes were properly prepprocessed and the trained on Keras model.The model performed quite well and gave an accuracy of about 93%.All the operations are carried out on google collaboratory platform

Needs of this project

• data Collection
• data processing
• Python,keras,Tensorflow
• HTML,Flask,Javacsript
• writeup/reporting

Contact

• I am always available at [email protected]
• Feel free to me if there is any questions or there is porject i can make a contribution to