50% done waste prediction

.gitignore

+.vscode
+__pycache__
+*.pyc
+.buildozer
+bin
\ No newline at end of file

.idea/.gitignore

+# Default ignored files
+/shelf/
+/workspace.xml

.idea/2022-211.iml

+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>
\ No newline at end of file

.idea/App.iml

+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="jdk" jdkName="Python 3.9" jdkType="Python SDK" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="PyDocumentationSettings">
+    <option name="format" value="PLAIN" />
+    <option name="myDocStringFormat" value="Plain" />
+  </component>
+  <component name="TestRunnerService">
+    <option name="PROJECT_TEST_RUNNER" value="Nosetests" />
+  </component>
+</module>
\ No newline at end of file

.idea/inspectionProfiles/Project_Default.xml

+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="4">
+            <item index="0" class="java.lang.String" itemvalue="pandas" />
+            <item index="1" class="java.lang.String" itemvalue="selenium" />
+            <item index="2" class="java.lang.String" itemvalue="lxml" />
+            <item index="3" class="java.lang.String" itemvalue="nose" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>
\ No newline at end of file

.idea/inspectionProfiles/profiles_settings.xml

+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file

.idea/misc.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file

.idea/modules.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/App.iml" filepath="$PROJECT_DIR$/.idea/App.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file

.idea/vcs.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file

FarmingData/DataCollected.csv

+month,SeedType,Seeds,DailyWater,chemicalsType,production,wastage
+2017-06,KeeriSamba,17000,1000,organic,70000,2
+2017-12,KeeriSamba,17000,1000,organic,70000,2
+2018-06,KeeriSamba,17000,1000,organic,70000,2
+2018-12,KeeriSamba,17000,1000,organic,70000,2
+2019-06,KeeriSamba,17000,1000,organic,70000,2
+2019-12,KeeriSamba,17000,1000,organic,70000,2
+2020-06,KeeriSamba,17000,1000,organic,70000,2
+2020-12,KeeriSamba,17000,1000,organic,70000,2
+2021-06,KeeriSamba,17000,1000,organic,70000,2
+2022-12,KeeriSamba,17000,1000,organic,70000,2
+2017-06,Nadu,18000,1000,organic,80000,3
+2017-12,Nadu,18000,1000,organic,80000,3
+2018-06,Nadu,18000,1000,organic,80000,3
+2018-12,Nadu,18000,1000,organic,80000,3
+2019-06,Nadu,18000,1000,organic,80000,3
+2019-12,Nadu,18000,1000,organic,80000,3
+2020-06,Nadu,18000,1000,organic,80000,3
+2020-12,Nadu,18000,1000,organic,80000,3
+2021-06,Nadu,18000,1000,organic,80000,3
+2022-12,Nadu,18000,1000,organic,80000,3

Paddy_Waste.py

+import pandas as pd
+from sklearn import metrics
+from sklearn.model_selection import train_test_split
+from sklearn.tree import export_graphviz
+from six import StringIO
+import pydotplus
+from sklearn.tree import DecisionTreeClassifier
+
+dataset = pd.read_csv('FarmingData/DataCollected.csv')
+dataset.shape
+
+dataset['chemicalsType'].replace({'organic': 1}, inplace=True)
+tableData = dataset[(dataset["SeedType"] == 'Nadu')]
+
+dataset['WasteAmount'] = (dataset['wastage'] / 100) * dataset['production']
+
+tableData = dataset.head()
+print(tableData)
+
+# Preparing the Data
+feature_cols = ['Seeds', 'DailyWater', 'chemicalsType']
+
+X = dataset[['Seeds', 'DailyWater', 'chemicalsType']]
+y = dataset['WasteAmount']
+
+# Training and Making Predictions 0.80 tranning
+
+X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.20)
+
+# set  DecisionTreeClassifier algorithm
+classifier = DecisionTreeClassifier()
+classifier.fit(X_train, y_train)
+y_pred = classifier.predict(X_test)
+
+dot_data = StringIO()
+export_graphviz(classifier, out_file=dot_data,
+                filled=True, rounded=True,
+                special_characters=True,feature_names = feature_cols,class_names=['0','1'])
+graph = pydotplus.graph_from_dot_data(dot_data.getvalue())
+
+# used Seeds Kg , DailyWater , chemicalsType Used
+new_input = [[18000,1000,2]]
+pred = classifier.predict(new_input)
+print(pred)
+
+# measure Accuracy
+print("Accuracy:",metrics.accuracy_score(y_test, y_pred) * 100 )
\ No newline at end of file

ProjectFiles/applibs/README.txt

+Add Your Custom Modules Here.
+
+If you have a module named module_name.py in
+libs/applibs dir. You can call it directly in your
+uix dir via:
+`import module_name` instead of `from libs.applibs import module`
\ No newline at end of file

ProjectFiles/applibs/utils.py

+import os
+
+from main_imports import Builder
+
+
+def load_kv(file_name, file_path=os.path.join("ProjectFiles", "uix", "kv")):
+    """
+    `load_kv` func is used to load a .kv file.
+    args that you can pass:
+        * `file_name`: Name of the kv file.
+        * `file_path`: Path to the kv file, it defaults
+                       to `project_name/libs/kv`.
+
+    Q: Why a custom `load_kv`?
+    A: To avoid some encoding errors.
+    """
+    with open(os.path.join(file_path, file_name), encoding="utf-8") as kv:
+        Builder.load_string(kv.read())

ProjectFiles/uix/baseclass/Instruction.py

+from main_imports import MDScreen
+from ProjectFiles.applibs import utils
+from kivy.properties import StringProperty
+import numpy as np
+import pandas as pd
+import os
+import warnings
+from sklearn.model_selection import train_test_split
+warnings.filterwarnings('ignore')
+utils.load_kv("Instruction.kv")
+
+class Instruction_Screen(MDScreen):
+    def btnA(self):
+        dataset = pd.read_csv("heartDs/heart.csv")
+        dataset["target"].describe()
+        unique = dataset["target"].unique()
+        predictors = dataset.drop("target", axis=1)
+        target = dataset["target"]
+        X_train, X_test, Y_train, Y_test = train_test_split(predictors, target, test_size=0.20, random_state=0)
+        # V. Model Fitting
+        from sklearn.ensemble import RandomForestClassifier
+        from sklearn.metrics import accuracy_score
+
+        rf = RandomForestClassifier()
+        rf.fit(X_train, Y_train)
+        Y_pred_rf = rf.predict(X_test)
+        current_accuracy = round(accuracy_score(Y_pred_rf, Y_test) * 100, 2)
+
+        rf = RandomForestClassifier()
+        rf.fit(X_train, Y_train)
+        Y_pred_rf = rf.predict(X_test)
+        Y_pred_rf.shape
+
+        score_rf = round(accuracy_score(Y_pred_rf, Y_test) * 100, 2)
+    #    print("The accuracy: " + str(score_rf) + " %")
+
+        cp = dataset["cp"].mean()
+        restecg = dataset["restecg"].mean()
+        thalach = dataset["thalach"].mean()
+        exang = dataset["exang"].mean()
+        oldpeak = dataset["oldpeak"].mean()
+        slope = dataset["slope"].mean()
+        ca = dataset["ca"].mean()
+        thal = dataset["thal"].mean()
+
+        age = self.txt2.text
+        gender = StringProperty("")
+        gender = format(self.gender)
+
+        trestbps = self.txt3.text
+        chol = self.txt4.text
+        fbs = self.txt5.text
+        new_input = [[age, gender, cp, trestbps, chol, fbs, restecg, thalach, exang, oldpeak, slope, ca, thal]]
+        pred = rf.predict(new_input)
+        if (pred == 1):
+            self.l1.text = "Prediction: Positive"
+        else:
+            self.l1.text = "Prediction: Negative"
+    pass

ProjectFiles/uix/baseclass/Paddy_Waste.py

+from main_imports import MDScreen
+from ProjectFiles.applibs import utils
+import warnings
+import pandas as pd
+from sklearn import metrics
+from sklearn.model_selection import train_test_split
+from sklearn.tree import export_graphviz
+from six import StringIO
+import pydotplus
+from sklearn.tree import DecisionTreeClassifier
+
+warnings.filterwarnings('ignore')
+utils.load_kv("Paddy_Waste.kv")
+
+
+class Paddy_Waste_Screen(MDScreen):
+
+    def selectbtn1(self):
+        self.l3.text = "KeeriSamba"
+
+        pass
+
+    def selectbtn2(self):
+        self.l3.text = "Nadu"
+        pass
+
+    def selectbtn3(self):
+        #  organic = 1
+        self.l2.text = "1"
+
+    def btnA(self):
+        SeedType = self.l3.text
+        dataset = pd.read_csv('FarmingData/DataCollected.csv')
+        dataset.shape
+
+        dataset['chemicalsType'].replace({'organic': 1}, inplace=True)
+        dataset = dataset[(dataset["SeedType"] == SeedType)]
+
+        dataset['WasteAmount'] = (dataset['wastage'] / 100) * dataset['production']
+
+        tableData = dataset.head()
+        print(tableData)
+
+        # Preparing the Data
+        feature_cols = ['Seeds', 'DailyWater', 'chemicalsType']
+
+        X = dataset[['Seeds', 'DailyWater', 'chemicalsType']]
+        y = dataset['WasteAmount']
+
+        # Training and Making Predictions
+        X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.20)
+
+        # set  DecisionTreeClassifier algorithm
+        classifier = DecisionTreeClassifier()
+        classifier.fit(X_train, y_train)
+        y_pred = classifier.predict(X_test)
+
+        dot_data = StringIO()
+        export_graphviz(classifier, out_file=dot_data,
+                        filled=True, rounded=True,
+                        special_characters=True, feature_names=feature_cols, class_names=['0', '1'])
+        graph = pydotplus.graph_from_dot_data(dot_data.getvalue())
+
+        # used Seeds Kg , DailyWater , chemicalsType Used
+
+        Seeds = self.txt3.text
+        DailyWater = self.txt4.text
+        chemicalsType  = self.l2.text
+
+        new_input = [[Seeds, DailyWater, chemicalsType]]
+        pred = classifier.predict(new_input)
+        print(pred)
+
+        self.l1.text = str(pred[0])
+
+    pass

ProjectFiles/uix/baseclass/homeList.py

+from main_imports import ImageLeftWidget, MDScreen, TwoLineAvatarListItem
+from ProjectFiles.applibs import utils
+import warnings
+
+from kivymd.uix.list import OneLineListItem
+
+import os
+import psutil
+import time
+import subprocess
+import fnmatch
+import pandas as pd
+import numpy as np
+import seaborn as sns
+import matplotlib.pyplot as plt
+from PIL import ImageFilter,Image
+from tkinter import filedialog, messagebox
+from sklearn.cluster import KMeans
+from sklearn.model_selection import train_test_split
+from sklearn.ensemble import RandomForestClassifier
+
+
+utils.load_kv("homeList.kv")
+warnings.filterwarnings('ignore')
+
+class HomeList_Screen(MDScreen):
+
+
+    pass
+
+

ProjectFiles/uix/baseclass/login.py

+from main_imports import MDScreen
+from ProjectFiles.applibs import utils
+
+utils.load_kv("login.kv")
+
+import mysql.connector
+
+
+class Login_Screen(MDScreen):
+
+
+    def LoginButton(self):
+        email = format(self.txt1.text)
+        password = format(self.txt2.text)
+        try:
+            connection = mysql.connector.connect(host='localhost',
+                                                 database='SystemUser',
+                                                 user='root',
+                                                 password='')
+            cursor = connection.cursor()
+
+            sql_select_query = "SELECT * FROM People WHERE email = '" + email + "' AND password = '" + password + "'"
+            cursor.execute(sql_select_query)
+            cursor.fetchall()
+            rowcount = cursor.rowcount
+            if rowcount > 0:
+               self.parent.current = "Paddy_Waste"
+            else:
+
+
+                self.l1.text = "Login  Invalid"
+
+
+
+        finally:
+            if connection.is_connected():
+                connection.close()
+
+    def ClearButton(self):
+        self.txt1.text = ""
+        self.txt2.text = ""
+        self.l1.text = ""
+
+
+    pass
+
+
+
+
+

ProjectFiles/uix/baseclass/root.py

+from kivy.core.window import Window
+
+from main_imports import ScreenManager
+from ProjectFiles.applibs import utils
+
+utils.load_kv("root.kv")
+
+class Root(ScreenManager):
+    def __init__(self, **kwargs):
+        super(Root, self).__init__(**kwargs)
+        Window.bind(on_keyboard=self._key_handler)
+        self.screen_list = list() #this list have all screen that user switched
+    
+    def _key_handler(self, instance, key, *args):
+        
+        if key is 27:
+            #in Desktop this key 27 is Esc and in Phone it's Back btn
+            self.previous_screen()
+            return True
+    
+    def previous_screen(self):
+        """
+        Switch to previous screen last screen in screen_list
+        """
+        last_screen=self.screen_list.pop()
+        if last_screen == "home" or last_screen == "login":
+            exit()
+        print(self.screen_list)
+        self.transition.direction = "left"
+        self.current = self.screen_list[len(self.screen_list)-1]
+        
+        
+    
+    
+    def change_screen(self,name):
+        """
+        Switch Screen using screen name and 
+        """
+        self.current = name 
+        if name not in self.screen_list:
+            self.screen_list.append(self.current)
+        else:
+            self.screen_list.remove(name)
+            self.screen_list.append(self.current)
+        
+        print(self.screen_list)
+
+#        if name == "home":
+            # MDBottomNavigation not resize there tabs when app stat in android 
+            # to resize when switch to home screen 
+#            self.get_screen(name).ids.android_tabs.on_resize()
\ No newline at end of file

ProjectFiles/uix/baseclass/ui_class.py

+from main_imports import BoxLayout
+from ProjectFiles.applibs import utils
+
+
+utils.load_kv("ui_class.kv")
+
+class OneLineTextDialog(BoxLayout):
+    
+    def input_text(self):
+        return self.ids.dialog_text.text

ProjectFiles/uix/baseclass/verification.py

+from main_imports import MDScreen
+from ProjectFiles.applibs import utils
+
+utils.load_kv("verification.kv")
+
+class Verification_Screen(MDScreen):
+    pass
\ No newline at end of file

ProjectFiles/uix/kv/Instruction.kv

+<Instruction_Screen>:
+    name: "Instruction"
+
+
+    MDToolbar:
+        title: app.APP_NAME
+        size_hint: 1,.08
+        elevation: 5
+        pos_hint: {"center_y": .95}
+
+
+    MDToolbar:
+        size_hint: 1,.08
+        elevation: 5
+
+
+
+
+    MDIconButton:
+        icon: "home"
+        text_color: "white"
+        theme_text_color: "Custom"
+        pos_hint: {"center_x": 0.1}
+        pos_hint: {"center_x": 0.50}
+        user_font_size: "35sp"
+        on_release: app.screen_manager.change_screen("Diabetes2022")
+
+    MDIconButton:
+        icon: "menu"
+        text_color: "white"
+        theme_text_color: "Custom"
+        pos_hint: {"center_x": 0.1}
+        pos_hint: {"center_x": 0.90}
+        user_font_size: "35sp"
+        on_release: app.screen_manager.change_screen("Instruction")
+
+
+    MDIconButton:
+        icon: "account"
+        text_color: "white"
+        theme_text_color: "Custom"
+        pos_hint: {"center_x": 0.1}
+        pos_hint: {"center_x": 0.1}
+        user_font_size: "35sp"
+        on_release: app.screen_manager.change_screen("login")
+
+
+    MDLabel:
+        text: "INSTRUCTION FOR POSITIVE HEART PERSON"
+        halign: "center"
+        pos_hint: {"center_y":.88}
+        color: 255,255,178
+
+
+    MDLabel:
+        text: "AAAAAAAA  AAAAAAAA AAAAAA AAAAAAAA AAAAAA"
+        halign: "center"
+        pos_hint: {"center_y":.80}
+
+    MDLabel:
+        text: "AAAAA AAAAAA AAAAAAAAAAAA AAAAAAAA AAAA AAAAAAAA"
+        halign: "center"
+        pos_hint: {"center_y":.70}
+
+
+    MDLabel:
+        text: "AAAAA AAAAAA AAAAAAAAAAAA AAAAAAAA AAAA AAAAAAAA"
+        halign: "center"
+        pos_hint: {"center_y":.60}
+
+    MDLabel:
+        text: "AAAAA AAAAAA AAAAAAAAAAAA AAAAAAAA AAAA AAAAAAAA"
+        halign: "center"
+        pos_hint: {"center_y":.50}
\ No newline at end of file

ProjectFiles/uix/kv/Paddy_Waste.kv

+<Paddy_Waste_Screen>:
+    name: "Paddy_Waste"
+
+    txt3:txt3
+    txt4:txt4
+    l1:l1
+    l2:l2
+    l3:l3
+
+    MDToolbar:
+        title: "PREDICT PADDY WASTE"
+        size_hint: 1,.08
+        elevation: 5
+        pos_hint: {"center_y": .95}
+
+
+    MDToolbar:
+        title: app.APP_NAME
+        size_hint: 1,.08
+        elevation: 5
+        font_size: 20
+        color: 0,100,0
+        pos_hint: {"center_y": .95}
+
+
+
+
+    MDToolbar:
+        size_hint: 1,.08
+        elevation: 5
+
+        canvas.before:
+            Color:
+                rgba: (1, 1, 1, 1)
+            Rectangle:
+                source:'assets//img//bk.jpg'
+                size: 500, 500
+                pos: self.pos
+
+    Image:
+        source: "assets//img//2022.png"
+        id: avatar_image
+        size_hint: 1, 1
+        pos_hint: {"center_x":0.5, "center_y":0.78}
+
+
+
+    MDIconButton:
+        icon: "home"
+        text_color: "white"
+        theme_text_color: "Custom"
+        pos_hint: {"center_x": 0.1}
+        pos_hint: {"center_x": 0.50}
+        user_font_size: "35sp"
+        on_release: app.screen_manager.change_screen("login")
+
+
+
+
+    GridLayout:
+        cols: 2
+        padding : 30,30
+        spacing: 20, 20
+        row_default_height: '30dp'
+
+
+
+    MDTextField:
+        hint_text: "Enter Seeds Kg"
+        id: txt3
+        pos_hint: {"center_x":0.5, "center_y":0.50}
+        size_hint: .75,0.08
+        # mode: "rectangle"
+    
+    MDTextField:
+        hint_text: "Enter Daily Water L"
+        id: txt4
+        pos_hint: {"center_x":0.5, "center_y":0.41}
+        size_hint: .75,0.08
+        # mode: "rectangle"
+
+
+    MDFillRoundFlatButton:
+        text: "PREDICT WASTE"
+        pos_hint: {"center_x": 0.5, "center_y":0.18}
+        size_hint: .7,0.05
+        on_release:
+            root.btnA()
+
+
+
+    MDLabel:
+        text: ""
+        halign: "center"
+        pos_hint: {"center_y":.26}
+        font_style: "Subtitle2"
+        id: l1
+        color: 223, 55, 19
+        background_color: (1.0, 0.0, 0.0, 1.0)
+
+    MDLabel:
+        text: ""
+        halign: "center"
+        pos_hint: {"center_y":.0}
+        font_style: "Subtitle2"
+        id: l2
+        color: 223, 55, 19
+        background_color: (1.0, 0.0, 0.0, 1.0)
+
+    MDLabel:
+        text: ""
+        halign: "center"
+        pos_hint: {"center_y":.0}
+        font_style: "Subtitle2"
+        id: l3
+        color: 223, 55, 19
+        background_color: (1.0, 0.0, 0.0, 1.0)
+
+
+    GridLayout:
+        cols: 1
+        padding: 38, 10
+        size_hint: 0.5, 0.5
+        pos_hint: {"center_x":0.25, "center_y":0.38}
+        Button:
+            id: btn
+            text: "-- Select Paddy Type--"
+            size_hint: None, None
+            pos_hint: {"center_x":0.5, "center_y":0.30}
+            height: 35
+            width:280
+            color: 0,0,0
+            background_color: (255,255,255)
+            on_parent: drop_content.dismiss()
+            on_release: drop_content.open(self)
+
+        DropDown:
+            id: drop_content
+            on_select: btn.text = f'{args[1]}' # see note below
+            Button:
+                id: selectbtn1
+                text: 'KeeriSamba'
+                size_hint: None, None
+                height: 35
+                width:280
+                color: 0,0,0
+                background_color: (255,255,255)
+                on_release: drop_content.select('KeeriSamba')
+                on_release:
+                    root.selectbtn1()
+
+            Button:
+                id: selectbt2
+                text: 'Nadu'
+                size_hint: None, None
+                height: 35
+                width:280
+                color: 0,0,0
+                background_color: (255,255,255)
+                on_release: drop_content.select('Nadu')
+                on_release:
+                    root.selectbtn2()
+
+
+
+    GridLayout:
+        cols: 1
+        padding: 38, 10
+        size_hint: 0.5, 0.5
+        pos_hint: {"center_x":0.25, "center_y":0.10}
+        Button:
+            id: btn2
+            text: "-- Select Chemicals Type --"
+            size_hint: None, None
+            pos_hint: {"center_x":0.5, "center_y":0.30}
+            height: 35
+            width:280
+            color: 0,0,0
+            background_color: (255,255,255)
+            on_parent: drop_content2.dismiss()
+            on_release: drop_content2.open(self)
+
+        DropDown:
+            id: drop_content2
+            on_select: btn2.text = f'{args[1]}' # see note below
+            Button:
+                id: selectbtn3
+                text: 'organic'
+                size_hint: None, None
+                height: 35
+                width:280
+                color: 0,0,0
+                background_color: (255,255,255)
+                on_release: drop_content2.select('organic')
+                on_release:
+                    root.selectbtn3()
+

ProjectFiles/uix/kv/homeList.kv

+<homeList_Screen>:
+    name: "HomeList"
+    list_one:list_one
+    list_two:list_two
+    list_three:list_three
+    list_BMI:list_BMI
+
+    MDToolbar:
+        title: "FOOD RECOMMENDATION"
+        size_hint: 1,.08
+        elevation: 5
+        pos_hint: {"center_y": .95}
+
+
+    MDToolbar:
+        size_hint: 1,.08
+        elevation: 5
+
+
+
+
+    MDIconButton:
+        icon: "home"
+        text_color: "white"
+        theme_text_color: "Custom"
+        pos_hint: {"center_x": 0.1}
+        pos_hint: {"center_x": 0.50}
+        user_font_size: "35sp"
+        on_release: app.screen_manager.change_screen("Diabetes2022")
+
+    MDIconButton:
+        icon: "menu"
+        text_color: "white"
+        theme_text_color: "Custom"
+        pos_hint: {"center_x": 0.1}
+        pos_hint: {"center_x": 0.90}
+        user_font_size: "35sp"
+        on_release: app.screen_manager.change_screen("Instruction")
+
+
+    MDIconButton:
+        icon: "account"
+        text_color: "white"
+        theme_text_color: "Custom"
+        pos_hint: {"center_x": 0.1}
+        pos_hint: {"center_x": 0.1}
+        user_font_size: "35sp"
+        on_release: app.screen_manager.change_screen("login")
+
+
+    MDLabel:
+        text: "FOOD RECOMMENDATION"
+        halign: "center"
+        pos_hint: {"center_y":.88}
+        color: 255,255,178
+
+
+
+    MDList:
+        do_scroll_x: True
+        id: list_BMI
+        halign: "center"
+        pos_hint: {"center_y":.80}
+
+
+
+
+    MDLabel:
+        text: "BREAKFAST Foods Recommendation"
+        halign: "center"
+        pos_hint: {"center_y":.78}
+
+    MDList:
+        do_scroll_x: True
+        id: list_one
+        halign: "center"
+        pos_hint: {"center_y":.73}
+
+
+
+
+    MDLabel:
+        text: "LUNCH Foods Recommendation"
+        halign: "center"
+        pos_hint: {"center_y":.63}
+
+    MDList:
+        do_scroll_x: True
+        id: list_two
+        halign: "center"
+        pos_hint: {"center_y":.58}
+
+
+    MDLabel:
+        text: "DINNER Foods Recommendation"
+        halign: "center"
+        pos_hint: {"center_y":.48}
+
+    MDList:
+        do_scroll_x: True
+        id: list_three
+        halign: "center"
+        pos_hint: {"center_y":.43}
+
+
+    MDFillRoundFlatButton:
+        text: "BACK"
+        pos_hint: {"center_x": 0.5, "center_y":0.18}
+        size_hint: .7,0.05
+        on_release: app.screen_manager.change_screen("Food")
+
+

ProjectFiles/uix/kv/homeList_old.kv

+<HomeList_Screen>:
+    name: "HomeList"
+    list_one:list_one
+
+    MDToolbar:
+
+        size_hint: 1,.08
+        elevation: 5
+        pos_hint: {"center_y": .95}
+        right_action_items: [ ["arrow-left", lambda x:app.screen_manager.change_screen("home")]]
+
+
+
+    MDIconButton:
+        icon: "home-circle-outline"
+        theme_text_color: "Custom"
+        text_color: app.theme_cls.primary_color
+        pos_hint: {"center_x": 0.50}
+        user_font_size: "35sp"
+        on_release: app.screen_manager.change_screen("home")
+
+    MDIconButton:
+        icon: "send-circle-outline"
+        theme_text_color: "Custom"
+        text_color: app.theme_cls.primary_color
+        pos_hint: {"center_x": 0.88}
+        user_font_size: "35sp"
+        on_release: app.screen_manager.change_screen("login")
+
+
+    MDList:
+        do_scroll_x: True
+        id: list_one
+
+

ProjectFiles/uix/kv/login.kv

+<Login_Screen>:
+    name: "login"
+    txt1:txt1
+    txt2:txt2
+    l1:l1
+    l2:l2
+
+
+
+
+    MDToolbar:
+        title: app.APP_NAME
+        size_hint: 1,.08
+        elevation: 5
+        font_size: 20
+        color: 0,100,0
+        pos_hint: {"center_y": .95}
+
+
+
+
+    MDToolbar:
+        size_hint: 1,.08
+        elevation: 5
+
+        canvas.before:
+            Color:
+                rgba: (1, 1, 1, 1)
+            Rectangle:
+                source:'assets//img//bk.jpg'
+                size: 500, 500
+                pos: self.pos
+
+
+    Image:
+        source: "assets//img//2022.png"
+        id: avatar_image
+        size_hint: 1, 1
+        pos_hint: {"center_x":0.5, "center_y":0.78}
+
+
+
+
+
+
+    MDLabel:
+        text: "USER LOGIN"
+        halign: "center"
+        pos_hint: {"center_y":.55}
+        font_style: "Subtitle2"
+        font_size: 20
+        color: 0,100,0
+
+    MDTextField:
+        hint_text: "Username"
+        id: txt1
+        pos_hint: {"center_x": 0.5, "center_y": 0.46}
+        size_hint: .75,0.085
+        # mode: "rectangle"
+
+    MDTextField:
+        hint_text: "Password"
+        id: txt2
+        pos_hint: {"center_x":0.5, "center_y":0.38}
+        size_hint: .75,0.085
+        password: True
+        # mode: "rectangle"
+
+
+    MDLabel:
+        text: ""
+        halign: "center"
+        pos_hint: {"center_y":.30}
+        font_style: "Subtitle2"
+        id: l1
+        color: 1,0,1,1
+
+
+    MDLabel:
+        text: ""
+        halign: "center"
+        pos_hint: {"center_y":.35}
+        font_style: "Subtitle2"
+        id: l2
+        color: 1,0,1,1
+
+
+    MDFillRoundFlatButton:
+        text: "LOGIN"
+        pos_hint: {"center_x": 0.2, "center_y":0.24}
+        size_hint: .11,0.05
+        on_release:
+            root.LoginButton()
+
+
+
+    MDFillRoundFlatButton:
+        text: "Clear"
+        pos_hint: {"center_x": 0.8, "center_y":0.24}
+        size_hint: .11,0.05
+        on_release:
+            root.ClearButton()
+

ProjectFiles/uix/kv/root.kv

+<Root>:
+    
\ No newline at end of file

ProjectFiles/uix/kv/ui_class.kv

+<OneLineTextDialog>
+    orientation: "vertical"
+    spacing: "6dp"
+    size_hint_y: None
+    height: "60dp"
+
+    MDTextField:
+        id:dialog_text
+        # Enter text in textfiled
\ No newline at end of file

ProjectFiles/uix/kv/verification.kv

+<Verification_Screen>:
+    name: "verification"
+    MDLabel:
+        text: app.APP_NAME
+        halign: "center"
+        pos_hint: {"center_y": .8}
+        font_style: "H3"
+    
+    MDLabel:
+        text: "Account verification"
+        halign: "center"
+        pos_hint: {"center_y":.73}
+        font_style: "Subtitle2"
+    
+    MDLabel:
+        text: "We've sent a verification code to your email."
+        halign: "center"
+        pos_hint: {"center_y":.67}
+        font_style: "Body2"
+        
+    MDTextField:
+        hint_text: "Enter your verification Code"
+        pos_hint: {"center_x": 0.5, "center_y": 0.6}
+        size_hint: .75,0.08
+        max_text_length: 6
+        # mode: "rectangle"
+
+    MDRaisedButton:
+        text: "Submit"
+        pos_hint: {"center_x": 0.5, "center_y":0.52}
+        size_hint: .7,0.05
+    
+    MDTextButton:
+        text: "Resend code"
+        pos_hint: {"center_x": 0.5, "center_y":0.45}
+        on_release: app.screen_manager.change_screen("verification")
+
+    MDLabel:
+        text: "Never share your verification code to anyone."
+        halign: "center"
+        pos_hint: {"center_y":.4}
+        font_style: "Caption"
+
+    MDLabel:
+        text: f"[font=Icons] {md_icons['copyright']}[/font]  [font=Roboto]{app.COMPANY_NAME}  [/font]"
+        markup: True
+        halign: "center"
+        pos_hint: {"center_y":0.05}
+        
+        
+        
\ No newline at end of file

WaterData/DataSet.csv

+Temperature,Humidity,Rainfall_Forcasting,Water_level,Light,Filling_Time_Minutes
+28,29,27,0.5,26,60
+28,29,27,0.5,26,60
+28,29,27,0.5,26,60
+32,28,29,0.7,31,45
+32,28,29,0.7,31,45
+32,28,29,0.7,31,45
+32,28,29,0.7,31,45
+33,28,28,0.9,32,15
+33,28,28,0.9,32,15
+33,28,28,0.9,32,15

main.py

+#--[Start platform specific code]
+"""This code to detect it's Android or not 
+if it's not android than app window size change in android phone size"""
+from kivy.utils import platform
+
+if platform != 'android':
+    from kivy.config import Config
+    Config.set("graphics","width",360)
+    Config.set("graphics","height",740)
+    Config.set('graphics', 'borderless', 'True')
+#--[End platform specific code]
+#
+#--[Start Soft_Keyboard code ]Config
+"""code for android keyboard. when in android keyboard show textbox 
+automatic go to top of keyboard so user can see when he type msg"""
+from kivy.core.window import Window
+
+Window.keyboard_anim_args = {"d":.2,"t":"linear"}
+Window.softinput_mode = "below_target"
+#--[End Soft_Keyboard code ]
+
+from ProjectFiles.uix.baseclass.login import Login_Screen
+from ProjectFiles.uix.baseclass.Instruction import Instruction_Screen
+from ProjectFiles.uix.baseclass.root import Root
+from ProjectFiles.uix.baseclass.Paddy_Waste import Paddy_Waste_Screen
+from ProjectFiles.uix.baseclass.homeList import HomeList_Screen
+
+from ProjectFiles.uix.baseclass.verification import Verification_Screen
+from main_imports import ImageLeftWidget, MDApp, TwoLineAvatarListItem
+
+
+class HamsterApp(MDApp):
+    """
+    Hamster App start from here this class is root of app.
+    in kivy (.kv) file when use app.method_name app is start from here
+    """
+
+    def __init__(self, **kwargs):
+        super(HamsterApp, self).__init__(**kwargs)
+        
+        self.APP_NAME = "SMART FARMING"
+        self.COMPANY_NAME = "2022"
+        
+
+    
+    def all_chats(self):
+        # self.change_screen("profile")
+        twolineW= TwoLineAvatarListItem(text=f"DIABETES IDENTIFICATION WITH ML",
+            secondary_text="@username",
+            on_touch_up=self.chat_room)
+
+        twolineW.add_widget(ImageLeftWidget(source="assets//img//hamster_icon.png"))
+        self.screen_manager.get_screen("login").ids.chat_tab.add_widget(twolineW)
+
+    def build(self):
+        self.theme_cls.primary_palette = "LightGreen"
+        self.theme_cls.primary_hue = "500"
+        self.theme_cls.accent_palette = "LightGreen"
+        self.theme_cls.accent_hue = "500"
+        self.theme_cls.theme_style = "Light"
+    
+        self.screen_manager = Root()
+        self.screen_manager.add_widget(Login_Screen())
+        self.screen_manager.add_widget(Instruction_Screen())
+        self.screen_manager.add_widget(Paddy_Waste_Screen())
+
+        self.screen_manager.add_widget(HomeList_Screen())
+        self.screen_manager.add_widget(Verification_Screen())
+        return self.screen_manager
+    
+    def on_start(self):
+        self.screen_manager.change_screen("Paddy_Waste")
+
+if __name__ == "__main__":
+    HamsterApp().run() 

main_imports.py

+"""
+IMPORT all modules here that use in this app.
+
+"""
+
+
+#--[Start UI Imports]
+"""All imports for UI here Kivy,KivyMD or etc that help in UI"""
+from kivy.lang import Builder
+from kivy.uix.boxlayout import BoxLayout
+from kivy.uix.floatlayout import FloatLayout
+from kivy.uix.screenmanager import ScreenManager
+from kivymd.app import MDApp
+from kivymd.uix.bottomsheet import MDGridBottomSheet
+from kivymd.uix.button import MDFlatButton
+from kivymd.uix.card import MDCard, MDSeparator
+from kivymd.uix.dialog import MDDialog
+from kivymd.uix.label import MDLabel
+from kivymd.uix.list import ImageLeftWidget, TwoLineAvatarListItem
+from kivymd.uix.screen import MDScreen
+from kivymd.uix.tab import MDTabsBase
+from kivymd.uix.textfield import MDTextField
+
+from ProjectFiles.uix.baseclass.ui_class import OneLineTextDialog
+
+#--[End UI Imports]
+
+
+#--[Start Non UI Imports]
+"""All imports that use in application """
+
+#--[End Non UI Imports]
\ No newline at end of file