/shapeMind

Infers the shape of an object in a given image, a CNN model built using PyTorch (Still In-Progress)

Primary LanguagePython

ShapeMind

This project involves developing a PyTorch-based convolutional neural network (CNN) model to accurately classify the shapes present in images, utilizing machine learning to identify the shape of an object within a given image.

Installation

Make sure you have the right version of python3 installed, notably versions that is supported by PyTorch, I'm using Python 3.9.6 and pip 23.0.1 for this project. Then install all libraries needed for the program to run. You can do this by running the following command:

pip install torch torchvision
pip install scikit-learn