Panen.In-ML-Notebook

Notebook and python code for Machine Learning Crop Prediction Program

Overview

Crop folder contains python file to run crop prediction model. Additional file including 4 Tensorflow models and architectures (.h5 format) and 2 .csv files as input.

Installation

Use the package manager pip to install all python dependencies.

You can use requirements.txt

pip install -r requirements.txt

Library version used

Python 3.8.7

Pandas 1.2.4

Numpy 1.19.5

Tensorflow 2.5.0

Run

Run from your terminal with command line arguments:

python3 crop.py <subrounds> <city> <type of crop>

Example:

python3 crop.py 2 bogor jagung

Other Files

.ipynb files can be opened and run using Jupyter or Google Colab (https://colab.research.google.com/)