
Agro Analytics
AI-driven crop monitoring and predictive analytics system
AI/ML
# features
What It Does
Core capabilities of the Agro Analytics platform.
# source
Project Source Code
Browse the core Python modules that power the Agro Analytics platform.
Files
AgroAnalytics.pyPython
1import streamlit as st2import mysql.connector3from passlib.hash import pbkdf2_sha2564from PIL import Image56def create_connection():7 return mysql.connector.connect(8 host="localhost",9 user="root",10 password="",11 database="crops"12 )1314def create_users_table(connection):15 cursor = connection.cursor()16 cursor.execute('''17 CREATE TABLE IF NOT EXISTS users (18 id INT AUTO_INCREMENT PRIMARY KEY,19 username VARCHAR(50) NOT NULL,20 password VARCHAR(100) NOT NULL21 )22 ''')23 connection.commit()2425def register_user(connection, username, password):26 cursor = connection.cursor()27 hashed_password = pbkdf2_sha256.hash(password)28 cursor.execute('INSERT INTO users (username, password) VALUES (%s, %s)',29 (username, hashed_password))30 connection.commit()3132def authenticate_user(connection, username, password):33 cursor = connection.cursor()34 cursor.execute('SELECT password FROM users WHERE username = %s',35 (username,))36 result = cursor.fetchone()37 if result:38 return pbkdf2_sha256.verify(password, result[0])39 return False4041def main():42 st.set_page_config(layout="centered", page_icon="🌾")43 st.title("Agro Analytics")44 connection = create_connection()45 create_users_table(connection)4647 page = st.sidebar.radio("", ["Login", "Register"])4849 if page == "Register":50 st.header("Register")51 new_username = st.text_input("Enter your username:")52 new_password = st.text_input("Enter your password:", type="password")53 if st.button("Register"):54 register_user(connection, new_username, new_password)55 st.success("Registration successful!")5657 elif page == "Login":58 st.header("Login")59 username = st.text_input("Enter your username:")60 password = st.text_input("Enter your password:", type="password")61 if st.button("Login"):62 if authenticate_user(connection, username, password):63 st.success("Login successful!")64 st.session_state["my_input"] = "success"65 else:66 st.error("Authentication failed.")6768if __name__ == "__main__":69 main()# demo
Live Terminal Output
See the Agro Analytics platform in action. Click Run to simulate.
terminal — streamlit
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# repository
Get the Code
Clone the repository and start searching from your terminal.
Agro-Analytics
A Streamlit-based agricultural analytics platform with ML crop recommendation (RandomForest, XGBoost), YOLOv8 crop health detection, weather forecasting, and MySQL user authentication.
pythonstreamlitmachine-learningyolov8agriculturecrop-recommendation
Python
0
Quick Start
$ git clone https://github.com/prathapselvakumar/Agro-Analytics.git
$ cd Agro-Analytics
$ pip install -r requirements.txt
$ streamlit run AgroAnalytics.py
Team
The team behind the Agro Analytics platform, bridging AI and agriculture.
Prathap Selvakumar
Robotics & ML Engineer
Mrthunjai Dhanasekhar
Computer Vision Specialist
Adithya
Full Stack Developer


