CognitiveScience/Iris-Classifier-Using-Unsupervised-Learning

1import streamlit as st2import requests as req3from streamlit_lottie import st_lottie4from prediction_helper import predict_class_way1, predict_class_way25 6st.set_page_config(page_title="Welcome to Iris Classifier",page_icon=":blossom:")7 8with st.container():9    st.title("Welcome to Iris Classifier :blossom:")10    st.subheader("Author: Ahmad Baseer")11    st.write("You can find the code [here](https://github.com/Ahmad-Baseer/AI-Projects)")12 13st.write("---")14 15def load_lottieurl(url):16    r=req.get(url)17    if r.status_code !=200:18        None19    return r.json()20 21lottie_flower=load_lottieurl("https://lottie.host/db599348-de9d-44a3-9e66-6490a4920520/jiH4zhQwAD.json")22 23left_col, right_col = st.columns(2)24 25with left_col:26    # Create four input fields.27    sepal_length = st.number_input("Sepal length (cm)", min_value=0.0, max_value=100.0)28    sepal_width = st.number_input("Sepal width (cm)", min_value=0.0, max_value=100.0)29    petal_length = st.number_input("Petal length (cm)", min_value=0.0, max_value=100.0)30    petal_width = st.number_input("Petal width (cm)", min_value=0.0, max_value=100.0)31 32    datapoint = [sepal_length,sepal_width,petal_length,petal_width]33 34    # Display the input fields.35    st.write("Sepal length:", sepal_length)36    st.write("Sepal width:", sepal_width)37    st.write("Petal length:", petal_length)38    st.write("Petal width:", petal_width)39    st.write(" **This model got accuracy of:** ", 0.8933)40 41if(sepal_length!=0 and sepal_width!=0 and petal_length!=0 and petal_width!=0):42    st.write("---")43    result_1=predict_class_way1(datapoint)44    result_2=predict_class_way2(datapoint)45 46    st.write(f" I guess 🤔 it belongs to (using method 1): **{result_1.capitalize()}** ")47    st.write(f" I guess 🤔 it belongs to (using method 2): **{result_2.capitalize()}** ")48 49    if result_1==result_2:50        st.write(" **Hurray :partying_face: we got same results from both techniques!**")51 52with right_col:53    st_lottie(lottie_flower,height=250,key="flower")54 55st.caption("Made with :heart: by Ahmad")56 57#using local css to design contact form58def local_css_for_contact_form(file_name):59    with open(file_name) as f:60        st.markdown(f"<style>{f.read()}</style>",unsafe_allow_html=True)61        62local_css_for_contact_form("style.css")