Apple Disease Recognition System 🍎

To use this project, you need to download a pre-trained model from the given Google Drive link and place it in the models directory. Follow the steps below to set it up correctly:

git clone https://github.com/InvernessPeak/AppleRx.git

cd machine-learning-projects

pip install -r requirements.txt

1. Download the Model

   • Click [here](---Link of Our Project----) to open the Google Drive link.
   • Click the Download button to save the file to your local system.

2. Create the Models Folder

   • Navigate to the root directory of this project.
   • Create a folder named models if it does not already exist.

     mkdir models

3. Place the Model in the Folder

   • Move the downloaded file into the models directory.

     mv /path/to/downloaded/model models/

     Replace /path/to/downloaded/model with the actual path where you downloaded the file.

4. Verify the Setup

   • Ensure that the model file is correctly placed in the models directory by listing the folder's contents:

     ls models

     You should see the downloaded model file in the output.

1. Specify the Model File Location

   • Open the app.py file in a text editor.
   • Locate line 8, which contains the following code:

     tf.keras.models.load_model("")

   • Update the empty string with the relative path to the model file. For example:

     tf.keras.models.load_model("models/your_model_file.keras")

     Replace your_model_file.keras with the actual name of the model file you downloaded.

2. Run the Server

   • Open a terminal and navigate to the root directory of this project.
   • Run the following command to start the server:

     python app.py

3. Access the Application

   • Once the server is running, follow the instructions displayed in the terminal to access the application in your web browser.