Tinkerhub-BFH-ML

Chakka Manga Classifier

Chakka Manga Classifier is an 😎ML Project for classifying images of 🍐Chakka(JackFruit) and 🥭Manga(Mango) using TensorFlow.We are using Keras library to train model.And we got accuracy 65.It is our first ML Project and it is an awesome project. We spend almost 8 days completing our project.Our project aims to develop a web portal which uses an ML model based on Convelutional Neural Networks to differentiate between images of jackfruits and those of mangoes. We have made our model using tools provided by the tensor flow library and scikit learn library.

Team members

1. Gokul G Menon [https://github.com/Gokul-GMenon]
2. Hari [https://github.com/Hari2k02]
3. Don Jose Mathew [https://github.com/dontech09]

Team Id

BFH/reccc8cLcY83pQgfq/2021

Link to product walkthrough

https://www.loom.com/share/5a372d848b8347c2bf44a42290b2a593

How it Works ?

1. Run the model

Libraries used

Tensorflow- v2.5.0
Numpy-v1.16
Sklearn-v0.21
Opencv-v4.5.1
Matplotlib-v3.4.2

How to configure

Install cv2 , numpy,tensorflow ,keras through pip .

How to Run

run python tessting_models.ipynb