/Mammals-web-app

A deep learning model for predicting mammal species, implemented in Python using TensorFlow with transfer learning, and visualization using Matplotlib. The model classifies images into 45 different mammal species.

Primary LanguageCSS

Mammal Prediction Model

A deep learning model for predicting mammal species, implemented in Python using TensorFlow with transfer learning, and visualization using Matplotlib. The model classifies images into 45 different mammal species.

Model Link

https://mammals-classification.onrender.com

Introduction

This project focuses on classifying images of mammal species using a deep learning model built with TensorFlow and transfer learning techniques. The model is capable of predicting one of the 45 mammal species included in the dataset.

Features

  • TensorFlow with transfer learning for efficient model training.
  • Python implementation for flexibility and ease of use.
  • Visualization of results using Matplotlib.
  • Classification of 45 mammal species.

Requirements

Ensure you have the following prerequisites installed:

  • Python
  • TensorFlow
  • Matplotlib
  • NumPy
  • OS

Installation

  1. Clone the repository and install the required dependencies:
https://github.com/theSuriya/Mammals-web-app.git
cd your-repository
  1. Install requirements
  pip install -r requirements.txt
  1. Run the main.py file