Chakka Manga Classifier

Chakka Manga classifier is a Machine Learning related project, where the classifier will tell the inputted data is mango or a jackfruit. It is basically an awesome project to classify fruits.

Team members

1. Gokul Balachandran [https://github.com/gokulkpb]
2. Mohammed Nihal [https://github.com/nihal467]
3. Shamila [https://github.com/Shamila-p]

Team Id

BFH/recouEVNeGnow1eUC/2021

How it Works ?

1. Step 1 : Options are available for providing url and uploading from the local machine. User may choose any one from them.
2. Step 2 : After Pasting the url or choosing the image and click the submit button provided below.
3. Step 3 : You will be redirected to a page where results are shown with the image provided. - If the classifier identifies it as a Mango it will display "I think its a Manga", - If the classifier identifies it as a Jackfruit it will display "I think its a Chakka"
4. Step 4 : You can click Go back button and repeat the process to see how the model performs for other images.

Libraries used

• Tensorflow - 2.4.1
• Numpy - 1.19.2
• Flask - 1.1.2

How to configure

• Download the whole project and keep it in a folder.
• Install the libraries defined above(I use anaconda so the command is "conda install package-name").
• Navigate to the newly made folder using cmd.
• Activate the tensorflow environment (Iam using Anaconda so the command is like "conda activate name-of-environment").

How to Run

After activating the tensorflow environment excecute the following command in the cmd.

• set FLASK_ENV=development
• flask run