/DeepFlowerNet-Flower-Recognition-Using-Keras

Recognition of type of Flower from image using CNN, using Keras with Tensorflow backend

Primary LanguageJupyter NotebookGNU Affero General Public License v3.0AGPL-3.0

DeepFlowerNet : Flower 🌼 Recognition Using Keras

forthebadge made-with-python

About The Project

The main aim of the project is to Develop CNN Model to reocgnize the different types of flowers. The project makes use of a 10 layer CNN to recognize the different types of flowers. The model has achieved Accuracy Of 64.84%, and Loss Of 1.01.

Libraries Used For Development

1️⃣ Keras
2️⃣ Tensorflow
3️⃣ NumPy
4️⃣ MatPlotlib

Dataset

The dataset used for the project contains images for the following 5 types of flowers:

  1. Daisy
  2. Dandelion
  3. Rose 🌹
  4. Sunflower 🌻
  5. Tulip 🌷
    Link To Dataset