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.gitattributes

@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+AgriGo/static/images/bg.jpg filter=lfs diff=lfs merge=lfs -text
+AgriGo/static/images/features-bg.png filter=lfs diff=lfs merge=lfs -text
+AgriGo/static/images/footer-bg.jpg filter=lfs diff=lfs merge=lfs -text
+AgriGo/static/images/upload-img.jpg filter=lfs diff=lfs merge=lfs -text

.github/workflows/workflow_1.yml

@@ -0,0 +1,78 @@
+name: Persistent NPort Tunnel - Workflow 1
+
+on:
+  workflow_dispatch:  # मैन्युअल रूप से स्टार्ट किया जा सकता है
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    timeout-minutes: 355  # यह 6 घंटे तक चलेगा
+
+    steps:
+      - name: Clone repository
+        uses: actions/checkout@v4
+
+      - name: Build and Run Docker Container
+        run: |
+          docker build -t myapp .
+          docker run -d -p 5000:5000 --name myapp_container myapp
+          sleep 10
+
+      - name: Install Dependencies
+        run: |
+          sudo apt update && sudo apt install -y openssh-client jq curl
+
+      - name: Generate Random Subdomain
+        run: |
+          SUBDOMAIN=$(openssl rand -hex 4)
+          echo "SUBDOMAIN=$SUBDOMAIN" >> $GITHUB_ENV
+
+      - name: Start NPort Tunnel and Save URL
+        run: |
+          echo "Starting NPort Tunnel with subdomain: $SUBDOMAIN"
+          # Add cloudflare gpg key
+          sudo mkdir -p --mode=0755 /usr/share/keyrings
+          curl -fsSL https://pkg.cloudflare.com/cloudflare-main.gpg | sudo tee /usr/share/keyrings/cloudflare-main.gpg >/dev/null
+
+          # Add this repo to your apt repositories
+          echo 'deb [signed-by=/usr/share/keyrings/cloudflare-main.gpg] https://pkg.cloudflare.com/cloudflared any main' | sudo tee /etc/apt/sources.list.d/cloudflared.list
+
+          # install cloudflared
+          sudo apt-get update && sudo apt-get install cloudflared
+
+          sleep 5
+
+          sudo cloudflared service install ${{ secrets.CF_KEY }}
+          
+          sleep 15
+
+          # टनल URL सेट करें
+          TUNNEL_URL="https://agrigo.easyfarms.in"
+          echo "Generated Tunnel URL: $TUNNEL_URL"
+
+          # URL को `instance.json` में सेव करें
+          echo "{ \"tunnel_url\": \"$TUNNEL_URL\" }" > instance.json
+
+      - name: Commit and Push Tunnel URL
+        run: |
+          git diff --quiet && echo "No changes to commit" || (
+            git config --global user.email "github-actions@github.com"
+            git config --global user.name "GitHub Actions"
+            git add instance.json
+            git commit -m "Updated tunnel URL"
+            git push
+          )
+
+      - name: Trigger Workflow 2 After 5 Hours 40 Minutes
+        run: |
+          echo "Waiting for 5 hours 40 minutes before triggering workflow_2..."
+          sleep 20400  # 5 घंटे 40 मिनट (5.67 × 60 × 60 सेकंड)
+          
+          echo "Triggering workflow_2 now..."
+          curl -X POST -H "Authorization: token ${{ secrets.GITHUB_TOKEN }}" \
+            -H "Accept: application/vnd.github.v3+json" \
+            https://api.github.com/repos/${{ github.repository }}/actions/workflows/workflow_2.yml/dispatches \
+            -d '{"ref": "main"}'
+
+      - name: Keep Workflow Running for 6 Hours
+        run: tail -f /dev/null  # इसे 6 घंटे तक चालू रखेगा

.github/workflows/workflow_2.yml

@@ -0,0 +1,78 @@
+name: Persistent NPort Tunnel - Workflow 2
+
+on:
+  workflow_dispatch:  # पहला वर्कफ़्लो इसे ट्रिगर करेगा
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    timeout-minutes: 355  # यह भी 6 घंटे तक चलेगा
+
+    steps:
+      - name: Clone repository
+        uses: actions/checkout@v4
+
+      - name: Build and Run Docker Container
+        run: |
+          docker build -t myapp .
+          docker run -d -p 5000:5000 --name myapp_container myapp
+          sleep 10
+
+      - name: Install Dependencies
+        run: |
+          sudo apt update && sudo apt install -y openssh-client jq curl
+
+      - name: Generate Random Subdomain
+        run: |
+          SUBDOMAIN=$(openssl rand -hex 4)
+          echo "SUBDOMAIN=$SUBDOMAIN" >> $GITHUB_ENV
+
+      - name: Start NPort Tunnel and Save URL
+        run: |
+          echo "Starting NPort Tunnel with subdomain: $SUBDOMAIN"
+          # Add cloudflare gpg key
+          sudo mkdir -p --mode=0755 /usr/share/keyrings
+          curl -fsSL https://pkg.cloudflare.com/cloudflare-main.gpg | sudo tee /usr/share/keyrings/cloudflare-main.gpg >/dev/null
+
+          # Add this repo to your apt repositories
+          echo 'deb [signed-by=/usr/share/keyrings/cloudflare-main.gpg] https://pkg.cloudflare.com/cloudflared any main' | sudo tee /etc/apt/sources.list.d/cloudflared.list
+
+          # install cloudflared
+          sudo apt-get update && sudo apt-get install cloudflared
+
+          sleep 5
+
+          sudo cloudflared service install ${{ secrets.CF_KEY }}
+          
+          sleep 10
+
+          # टनल URL सेट करें
+          TUNNEL_URL="https://$SUBDOMAIN.nport.link"
+          echo "Generated Tunnel URL: $TUNNEL_URL"
+
+          # URL को `instance.json` में सेव करें
+          echo "{ \"tunnel_url\": \"$TUNNEL_URL\" }" > instance.json
+
+      - name: Commit and Push Tunnel URL
+        run: |
+          git diff --quiet && echo "No changes to commit" || (
+            git config --global user.email "github-actions@github.com"
+            git config --global user.name "GitHub Actions"
+            git add instance.json
+            git commit -m "Updated tunnel URL"
+            git push
+          )
+
+      - name: Trigger Workflow 1 After 5 Hours 40 Minutes
+        run: |
+          echo "Waiting for 5 hours 40 minutes before triggering workflow_1..."
+          sleep 20400  # 5 घंटे 40 मिनट (5.67 × 60 × 60 सेकंड)
+          
+          echo "Triggering workflow_1 now..."
+          curl -X POST -H "Authorization: token ${{ secrets.GITHUB_TOKEN }}" \
+            -H "Accept: application/vnd.github.v3+json" \
+            https://api.github.com/repos/${{ github.repository }}/actions/workflows/workflow_1.yml/dispatches \
+            -d '{"ref": "main"}'
+
+      - name: Keep Workflow Running for 6 Hours
+        run: tail -f /dev/null  # इसे 6 घंटे तक चालू रखेगा

AgriGo/app.py

@@ -0,0 +1,71 @@
+from flask import Flask, render_template, request, send_from_directory
+import random, os
+from werkzeug.utils import secure_filename
+from functions import img_predict, get_diseases_classes, get_crop_recommendation, get_fertilizer_recommendation, soil_types, Crop_types, crop_list
+
+
+app = Flask(__name__)
+random.seed(0)
+app.config['SECRET_KEY'] = os.urandom(24)
+
+UPLOAD_FOLDER = 'uploads'
+STATIC_FOLDER = 'static'
+
+dir_path = os.path.dirname(os.path.realpath(__file__))
+
+@app.route('/', methods=['GET', 'POST'])
+def index():
+	return render_template('index.html')
+
+@app.route('/crop-recommendation', methods=['GET', 'POST'])
+def crop_recommendation():
+	if request.method == "POST":
+		to_predict_list = request.form.to_dict()
+		to_predict_list = list(to_predict_list.values())
+		to_predict_list = list(map(float, to_predict_list))
+		result = get_crop_recommendation(to_predict_list)
+		return render_template("recommend_result.html", result=result)
+	else:
+		return render_template('crop-recommend.html')
+
+@app.route('/fertilizer-recommendation', methods=['GET', 'POST'])
+def fertilizer_recommendation():
+	if request.method == "POST":
+		to_predict_list = request.form.to_dict()
+		to_predict_list = list(to_predict_list.values())
+		to_predict_list = list(map(float, to_predict_list))
+		result = get_fertilizer_recommendation(
+			num_features=to_predict_list[:-2],
+			cat_features=to_predict_list[-2:]
+		)
+		return render_template("recommend_result.html", result=result)
+	else:
+		return render_template(
+			'fertilizer-recommend.html', 
+			soil_types=enumerate(soil_types),
+			crop_types=enumerate(Crop_types)
+		)
+
+	
+@app.route('/crop-disease', methods=['POST','GET'])
+def find_crop_disease():
+	if request.method=="GET":
+		return render_template('crop-disease.html', crops=crop_list)
+	else:
+		file = request.files["file"]
+		crop = request.form["crop"]
+
+		basepath = os.path.dirname(__file__)
+		file_path = os.path.join(basepath,'uploads',  secure_filename(file.filename))
+		file.save(file_path)
+		prediction = img_predict(file_path, crop)
+		result = get_diseases_classes(crop, prediction)
+
+		return render_template('disease-prediction-result.html', image_file_name=file.filename, result=result)
+
+@app.route('/uploads/<filename>')
+def send_file(filename):
+	return send_from_directory(UPLOAD_FOLDER, filename)
+
+if __name__ == '__main__':
+	app.run(port=7860, debug=True)

AgriGo/dataset/Fertilizer Prediction.csv

@@ -0,0 +1,100 @@
+Temparature,Humidity ,Moisture,Soil Type,Crop Type,Nitrogen,Potassium,Phosphorous,Fertilizer Name
+26,52,38,Sandy,Maize,37,0,0,Urea
+29,52,45,Loamy,Sugarcane,12,0,36,DAP
+34,65,62,Black,Cotton,7,9,30,14-35-14
+32,62,34,Red,Tobacco,22,0,20,28-28
+28,54,46,Clayey,Paddy,35,0,0,Urea
+26,52,35,Sandy,Barley,12,10,13,17-17-17
+25,50,64,Red,Cotton,9,0,10,20-20
+33,64,50,Loamy,Wheat,41,0,0,Urea
+30,60,42,Sandy,Millets,21,0,18,28-28
+29,58,33,Black,Oil seeds,9,7,30,14-35-14
+27,54,28,Clayey,Pulses,13,0,40,DAP
+31,62,48,Sandy,Maize,14,15,12,17-17-17
+25,50,65,Loamy,Cotton,36,0,0,Urea
+32,62,41,Clayey,Paddy,24,0,22,28-28
+26,52,31,Red,Ground Nuts,14,0,41,DAP
+31,62,49,Black,Sugarcane,10,13,14,17-17-17
+33,64,34,Clayey,Pulses,38,0,0,Urea
+25,50,39,Sandy,Barley,21,0,19,28-28
+28,54,65,Black,Cotton,39,0,0,Urea
+29,58,52,Loamy,Wheat,13,0,36,DAP
+30,60,44,Sandy,Millets,10,0,9,20-20
+34,65,53,Loamy,Sugarcane,12,14,12,17-17-17
+35,68,33,Red,Tobacco,11,0,37,DAP
+28,54,37,Black,Millets,36,0,0,Urea
+33,64,39,Clayey,Paddy,13,0,10,20-20
+26,52,44,Sandy,Maize,23,0,20,28-28
+30,60,63,Red,Cotton,9,9,29,14-35-14
+32,62,30,Loamy,Sugarcane,38,0,0,Urea
+37,70,32,Black,Oil seeds,12,0,39,DAP
+26,52,36,Clayey,Pulses,14,0,13,20-20
+29,58,40,Red,Ground Nuts,24,0,23,28-28
+30,60,27,Loamy,Sugarcane,12,0,40,DAP
+34,65,38,Clayey,Paddy,39,0,0,Urea
+36,68,38,Sandy,Barley,7,9,30,14-35-14
+26,52,48,Loamy,Wheat,23,0,19,28-28
+28,54,35,Black,Millets,41,0,0,Urea
+30,60,61,Loamy,Cotton,8,10,31,14-35-14
+37,70,37,Clayey,Paddy,12,0,41,DAP
+25,50,26,Red,Ground Nuts,15,14,11,17-17-17
+29,58,34,Sandy,Millets,15,0,37,DAP
+27,54,30,Clayey,Pulses,13,0,13,20-20
+30,60,58,Loamy,Sugarcane,10,7,32,14-35-14
+32,62,34,Red,Tobacco,22,0,24,28-28
+34,65,60,Black,Sugarcane,35,0,0,Urea
+35,67,42,Sandy,Barley,10,0,35,DAP
+38,70,48,Loamy,Wheat,8,8,28,14-35-14
+26,52,32,Black,Oil seeds,12,0,8,20-20
+29,58,43,Clayey,Paddy,24,0,18,28-28
+30,60,29,Red,Ground Nuts,41,0,0,Urea
+33,64,51,Sandy,Maize,5,9,29,14-35-14
+34,65,31,Red,Tobacco,23,0,21,28-28
+36,68,33,Black,Oil seeds,13,0,14,20-20
+28,54,38,Clayey,Pulses,40,0,0,Urea
+30,60,47,Sandy,Barley,12,0,42,DAP
+31,62,63,Red,Cotton,11,12,15,17-17-17
+27,53,43,Black,Millets,23,0,24,28-28
+34,65,54,Loamy,Wheat,38,0,0,Urea
+29,58,37,Sandy,Millets,8,0,15,20-20
+25,50,56,Loamy,Sugarcane,11,13,15,17-17-17
+32,62,34,Red,Ground Nuts,15,0,37,DAP
+28,54,41,Clayey,Paddy,36,0,0,Urea
+30,60,49,Loamy,Wheat,13,0,9,20-20
+34,65,64,Black,Cotton,24,0,20,28-28
+28,54,47,Sandy,Barley,5,18,15,10-26-26
+27,53,35,Black,Oil seeds,37,0,0,Urea
+36,68,62,Red,Cotton,15,0,40,DAP
+34,65,57,Black,Sugarcane,9,0,13,20-20
+29,58,55,Loamy,Sugarcane,8,8,33,14-35-14
+25,50,40,Clayey,Pulses,6,19,16,10-26-26
+30,60,38,Sandy,Millets,10,0,14,20-20
+26,52,39,Clayey,Pulses,21,0,23,28-28
+31,62,32,Red,Tobacco,39,0,0,Urea
+34,65,48,Loamy,Wheat,23,0,19,28-28
+27,53,34,Black,Oil seeds,42,0,0,Urea
+33,64,31,Red,Ground Nuts,13,0,39,DAP
+29,58,42,Clayey,Paddy,9,10,22,14-35-14
+30,60,47,Sandy,Maize,22,0,21,28-28
+27,53,59,Loamy,Sugarcane,10,0,15,20-20
+26,52,36,Clayey,Pulses,7,16,20,10-26-26
+34,65,63,Red,Cotton,14,0,38,DAP
+28,54,43,Clayey,Paddy,10,8,29,14-35-14
+30,60,40,Sandy,Millets,41,0,0,Urea
+29,58,65,Black,Cotton,14,0,35,DAP
+26,52,59,Loamy,Sugarcane,11,0,9,20-20
+31,62,44,Sandy,Barley,21,0,28,28-28
+35,67,28,Clayey,Pulses,8,7,31,14-35-14
+29,58,30,Red,Tobacco,13,17,16,10-26-26
+27,53,30,Black,Millets,35,0,0,Urea
+36,68,50,Loamy,Wheat,12,18,19,10-26-26
+29,58,61,Loamy,Cotton,11,0,38,DAP
+30,60,26,Black,Oil seeds,8,9,30,14-35-14
+34,65,45,Clayey,Paddy,6,19,21,10-26-26
+36,68,41,Red,Ground Nuts,41,0,0,Urea
+28,54,25,Sandy,Maize,9,10,30,14-35-14
+25,50,32,Clayey,Pulses,24,0,19,28-28
+30,60,27,Red,Tobacco,4,17,17,10-26-26
+38,72,51,Loamy,Wheat,39,0,0,Urea
+36,60,43,Sandy,Millets,15,0,41,DAP
+29,58,57,Black,Sugarcane,12,0,10,20-20

AgriGo/functions.py

@@ -0,0 +1,107 @@
+import os
+import pickle
+import numpy as np
+from tensorflow.keras.preprocessing.image import load_img
+from tensorflow.keras.models import load_model
+
+BASE_DIR = os.path.abspath(os.path.dirname(__file__))
+
+def get_model(path):
+    model = load_model(path, compile=False)
+    return model
+
+def img_predict(path, crop):
+    data = load_img(path, target_size=(224, 224, 3))
+    data = np.asarray(data).reshape((-1, 224, 224, 3))
+    data = data * 1.0 / 255
+    model = get_model(os.path.join(BASE_DIR, 'models', 'DL_models', f'{crop}_model.h5'))
+    if len(crop_diseases_classes[crop]) > 2:
+        predicted = np.argmax(model.predict(data)[0])
+    else:
+        p = model.predict(data)[0]
+        predicted = int(np.round(p)[0])
+    return predicted
+
+def get_diseases_classes(crop, prediction):
+    crop_classes = crop_diseases_classes[crop]
+    return crop_classes[prediction][1].replace("_", " ")
+
+def get_crop_recommendation(item):
+    scaler_path = os.path.join(BASE_DIR, 'models', 'ML_models', 'crop_scaler.pkl')
+    model_path = os.path.join(BASE_DIR, 'models', 'ML_models', 'crop_model.pkl')
+
+    with open(scaler_path, 'rb') as f:
+        crop_scaler = pickle.load(f)
+    with open(model_path, 'rb') as f:
+        crop_model = pickle.load(f)
+
+    scaled_item = crop_scaler.transform(np.array(item).reshape(-1, len(item)))
+    prediction = crop_model.predict(scaled_item)[0]
+    return crops[prediction]
+
+def get_fertilizer_recommendation(num_features, cat_features):
+    scaler_path = os.path.join(BASE_DIR, 'models', 'ML_models', 'fertilizer_scaler.pkl')
+    model_path = os.path.join(BASE_DIR, 'models', 'ML_models', 'fertilizer_model.pkl')
+    
+    with open(scaler_path, 'rb') as f:
+        fertilizer_scaler = pickle.load(f)
+    with open(model_path, 'rb') as f:
+        fertilizer_model = pickle.load(f)
+
+    scaled_features = fertilizer_scaler.transform(np.array(num_features).reshape(-1, len(num_features)))
+    cat_features = np.array(cat_features).reshape(-1, len(cat_features))
+    item = np.concatenate([scaled_features, cat_features], axis=1)
+    prediction = fertilizer_model.predict(item)[0]
+    return fertilizer_classes[prediction]
+
+crop_diseases_classes = {'strawberry': [(0, 'Leaf_scorch'), (1, 'healthy')],
+
+			   'patato': [(0, 'Early_blight'),
+				 (1, 'Late_blight'),
+				 (2, 'healthy')],
+
+			   'corn': [(0, 'Cercospora_leaf_spot Gray_leaf_spot'),
+				 (1, 'Common_rust_'),
+				 (2, 'Northern_Leaf_Blight'),
+				 (3, 'healthy')],
+
+			   'apple': [(0, 'Apple_scab'),
+				 (1, 'Black_rot'),
+				 (2, 'Cedar_apple_rust'),
+				 (3, 'healthy')],
+
+			   'cherry': [(0, 'Powdery_mildew'),
+				 (1, 'healthy')],
+
+			   'grape': [(0, 'Black_rot'),
+				 (1, 'Esca_(Black_Measles)'),
+				 (2, 'Leaf_blight_(Isariopsis_Leaf_Spot)'),
+				 (3, 'healthy')],
+
+			   'peach': [(0, 'Bacterial_spot'), (1, 'healthy')],
+
+			   'pepper': [(0, 'Bacterial_spot'),
+				 (1, 'healthy')],
+				
+			   'tomato': [(0, 'Bacterial_spot'),
+				 (1, 'Early_blight'),
+				 (2, 'Late_blight'),
+				 (3, 'Leaf_Mold'),
+				 (4, 'Septoria_leaf_spot'),
+				 (5, 'Spider_mites Two-spotted_spider_mite'),
+				 (6, 'Target_Spot'),
+				 (7, 'Tomato_Yellow_Leaf_Curl_Virus'),
+				 (8, 'Tomato_mosaic_virus'),
+				 (9, 'healthy')]}
+
+crop_list = list(crop_diseases_classes.keys())
+
+
+crops = {'apple': 1, 'banana': 2, 'blackgram': 3, 'chickpea': 4, 'coconut': 5, 'coffee': 6, 'cotton': 7, 'grapes': 8, 'jute': 9, 'kidneybeans': 10, 'lentil': 11, 'maize': 12, 'mango': 13, 'mothbeans': 14, 'mungbean': 15, 'muskmelon': 16, 'orange': 17, 'papaya': 18, 'pigeonpeas': 19, 'pomegranate': 20, 'rice': 21, 'watermelon': 22}
+
+crops = list(crops.keys())
+
+soil_types = ['Black', 'Clayey', 'Loamy', 'Red', 'Sandy']
+Crop_types = ['Barley', 'Cotton', 'Ground Nuts', 'Maize', 'Millets', 'Oil seeds', 'Paddy', 'Pulses', 'Sugarcane', 'Tobacco', 'Wheat']
+
+fertilizer_classes = ['10-26-26', '14-35-14', '17-17-17', '20-20', '28-28', 'DAP', 'Urea']

AgriGo/models/DL_models/apple_model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:750c527a839dd2f904f7f38d864743168788a9887028cb46cd259f7119e6d800
+size 9357320

AgriGo/models/DL_models/cherry_model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:66c959abfbf4c3db84046109a530452be227f30de618932eda2baf4132965c12
+size 9341960

AgriGo/models/DL_models/corn_model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:384b4a39d7d5c673fb5b200ebbbe5bd5187d8be058e747908d3ad33b7ea15599
+size 9357408

AgriGo/models/DL_models/grape_model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b138ebab41ea18d974feff4fb93f2841897bbff589eb016dc0584c9770edff1a
+size 9357408

AgriGo/models/DL_models/patato_model.h5

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+version https://git-lfs.github.com/spec/v1
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+size 9352288

AgriGo/models/DL_models/peach_model.h5

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+size 9342048

AgriGo/models/DL_models/pepper_model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:317075a51e45466e0cae30b3e0b12a1829ca11072f3ea9b3058aa0fcbc9f7be2
+size 9342048

AgriGo/models/DL_models/strawberry_model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9ebf48996ef978342701a693e0e46bfe682ba918e077db045c0f4fbbc6b4cc8f
+size 9344256

AgriGo/models/DL_models/tomato_model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:897404fcfe90f0492234abb16e4e4a92aa6964d2b0651b47df7e88b5f7acb6b9
+size 9388040

AgriGo/models/ML_models/crop_model.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c8289745ecd1d0a710afdb30b56938e49eb86bd439bba05a05b8a6b1e5ac1405
+size 3315381

AgriGo/models/ML_models/crop_scaler.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:dcf2d729fdafc4e876a8c2a67733e94862fc7d00323794bc0896053017ca19ae
+size 757

AgriGo/models/ML_models/fertilizer_model.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:530fed857eca71b2ec7896fed46cb7800fa5760ddaf7988de7a0a9d93b5b48c1
+size 441982

AgriGo/models/ML_models/fertilizer_scaler.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2585f21a49e30dad3f59ef786c902a2fd4b441e1da70199fc37316aad2e1bff8
+size 754

AgriGo/static/css/main.css

@@ -0,0 +1,284 @@
+*{
+	padding: 0;
+	margin: 0;
+}
+
+
+.navbar-brand p {
+	font-size:30px;
+	font-family: 'Kaushan Script', cursive;
+
+}
+#banner {
+	background: linear-gradient(rgba(0, 0, 0, 0.1), #627E5D), url(../images/bg.jpg);
+	background-size: cover;
+	background-position: center;
+	height: 100vh;
+}
+.banner-text {
+	text-align: center;
+	color: #fff;
+	padding-top: 120px;
+}
+.banner-text h1{
+	font-size: 130px;
+	padding-bottom: 20px;
+	font-family: 'Kaushan Script', cursive;
+}
+.banner-text p{
+	font-size: 24px;
+	font-weight: bold;
+	font-style: italic; 
+	font-family: 'Poppins', sans-serif;
+}
+.banner-btn {
+	margin: 70px auto 0;
+}
+.banner-btn a {
+	width: 150Px;
+	display:inline-block;
+	text-decoration: none;
+	margin: 0 10px;
+	padding: 12px 0;
+	color: #fff;
+	border: .5px solid #fff;
+	position: relative;
+	z-index: 1;
+	transition: color 0.5s;
+}
+
+.banner-btn a span{
+	width: 0;
+	height: 100%;
+	position: absolute;
+	top: 0;
+	left: 0;
+	background: #fff;
+	z-index: -1;
+	transition: 0.5s;
+}
+.banner-btn a:hover span{
+	width: 100%;
+}
+.banner-btn a:hover{
+	color: #000;
+}
+
+#menuBtn {
+	width: 50px;
+	height: 50px;
+	background: #8CE17D;
+	text-align: center;
+	position: fixed;
+	right: 30px;
+	top:20px;
+	border-radius: 3px;
+	z-index: 3;
+	cursor: pointer;
+}
+#menuBtn a {
+	width: 20px;
+	margin-top: 15px;
+
+}
+
+#feature {
+	width: 100%;
+	padding: 70px 0;
+}
+.title-text {
+	text-align: center;
+	padding-bottom: 70px;
+}
+.title-text p {
+	margin:auto;
+	font-size: 20px;
+	color: #8CE17D;
+	font-weight: bold;
+	position: relative;
+	z-index: 1;
+	display:inline-block;
+}
+.title-text p::after {
+	content: '';
+	width: 50px;
+	height: 35px;
+	background: linear-gradient(#019587, #fff);
+	position: absolute;
+	top: -20px;
+	left: 0;
+	z-index: -1;
+	transform: rotate(10deg);
+	border-top-left-radius: 35px;
+	border-bottom-right-radius: 35px; 
+}
+.title-text h1 {
+	font-size: 40px;
+	font-weight: bold;
+}
+.feature-box {
+	width: 80%;
+	margin: auto;
+	display: flex;
+	flex-wrap: wrap;
+	align-items: center;
+	text-align: center;
+}
+.features {
+	flex-basis: 50%;
+}
+.features-img {
+	flex-basis: 50%;
+	margin: auto;
+
+}
+.features-img img {
+	width: 70%;
+	border-radius: 10px;
+}
+.features h1 {
+	text-align: left;
+	margin-bottom: 10px;
+	font-weight: 100;
+	color: #8CE17D;
+}
+.features-desc {
+	display: flex;
+	align-items: center;
+	margin-bottom: 40px;
+}
+.feature-icon .fa{
+	width: 50px;
+	height: 50px;
+	font-size: 30px;
+	line-height: 50px;
+	border-radius: 8px;
+	color: #8CE17D;
+	border: 1px solid #8CE17D;
+}
+.feature-text p {
+	padding: 0 20px;
+	text-align: initial;
+}
+#services {
+	width: 100%;
+	padding: 70px 0;
+}
+.service-box {
+	width: 80%;
+	margin: auto;
+	display: flex;
+	justify-content: space-between;
+	align-items: flex-start;
+	flex-wrap: wrap;
+}
+.single-service {
+	flex-basis: 28%;
+	padding: 10px;
+	margin-bottom: 30px;
+	border-radius: 5px;
+	box-shadow: 0 10px 10px 3px #627E5D;
+	cursor: pointer;
+	transition: transform .5s;
+}
+
+.single-service p{
+	font-size: 14px;
+}
+
+.service-content {
+	display: flex;
+	align-items: center;
+	margin: 20px 0;
+}
+.services-content img {
+	width: 40px;
+	align-items: center;
+	border-radius: 3px;
+}
+.single-service h1 {
+	font-size: 24px;
+	color: #000;
+}
+.single-service:hover {
+	transform: translateY(7px);
+}
+#contact {
+	padding: 60px 0 20px;
+	background-image: linear-gradient(rgba(0, 0, 0, 0.1), #3b4638), url(../images/footer-bg.jpg);
+}
+.footer-row {
+	width: 80%;
+	margin: 0 auto;
+	display: flex;
+	justify-content: space-between;
+	flex-wrap: wrap;
+	padding-bottom: 20px;
+}
+.footer-title-text h1 {
+	text-align: center;
+	color: #fff;
+	padding-bottom: 70px;
+}
+.footer-right .footer-left {
+	flex-basis: 45%;
+	padding: 10px;
+	margin-bottom: 20px;
+}
+
+.footer-right h1 {
+	font-family: 'Kaushan Script', cursive;
+}
+.footer-left h1 {
+	font-family: 'Kaushan Script', cursive;
+}
+
+.footer-right {
+	text-align: right;
+}
+.footer-right a {
+	text-align: right;
+	color: #fff;
+	text-decoration: none;
+}
+.footer-row h1 {
+	color: #fff;
+	margin:5px 0;
+}
+.footer-row p {
+	line-height: 35px;
+	color: #fff;
+}
+
+@media screen and (max-width: 770px){
+	.banner-text h1{
+		font-size: 44px;
+	}
+	.banner-btn a {
+		display: block;
+		margin: 20px auto;
+	}
+	.title-text h1 {
+		font-size: 35px;
+	}
+	.features {
+		flex-basis: 100%;
+	}
+	.features-img {
+		flex-basis: 100%;
+	}
+	.features-img img {
+		width: 100%;
+	}
+	.single-service {
+		flex-basis: 100%;
+		padding-bottom: 5px;
+	}
+	.services-content {
+		flex-basis: 100%;
+	}
+
+.hide {
+  display: none;
+}
+}

AgriGo/static/js/my.js

@@ -0,0 +1,9 @@
+$(document).on('change', '.div-toggle', function() {
+  var target = $(this).data('target');
+  var show = $("option:selected", this).data('show');
+  $(target).children().addClass('hide');
+  $(show).removeClass('hide');
+});
+$(document).ready(function(){
+	$('.div-toggle').trigger('change');
+});

AgriGo/templates/crop-disease.html

@@ -0,0 +1,66 @@
+{% extends "index.html" %}
+{% block content %}
+<div class="container pt-5">
+  <h1 class="text-center" style="color: #8CE17D;">Crop Disease Prediction</h1>
+  <p class="text-center pt-3">Our models provide you an easy,fast and efficient way to detect diseases in your plants.
+  </p>
+</div>
+<form action="{{ url_for('find_crop_disease')}}" method="POST" enctype="multipart/form-data"
+  style="margin-top: 30px; width: 80%; text-align: center; margin: auto">
+  <br>
+  <br>
+  <br>
+  <div class="container">
+    <div class="row d-flex justify-content-center">
+      <label>Choose a crop :</label>
+      <div class="col-md-4">
+
+        <select name="crop" class="form-control" required="required">
+          {% for crop in crops %}
+          <option type="text" value="{{crop}}" data-show=".{{crop}}">{{crop}}</option>
+          {% endfor %}
+        </select>
+      </div>
+    </div>
+    <br />
+    <div class="row d-flex justify-content-center">
+      <label>Upload your image : </label>
+      <div class="col-md-4 pt-2">
+
+        <input class="form-control" name="file" type="file" id="formFile" onchange="preview_image(event)"
+          required="required">
+
+      </div>
+
+    </div>
+    <img id="output-image" class="rounded mx-auto d-block" src="{{ url_for('send_file', filename=file_name)}}"
+      onerror="this.src='./static/images/upload.jpg'"
+      style="max-width: 500px; max-height: 450px; margin-top: 30px; margin-bottom: 2px" />
+    <p style="font-style: italic">{{ file_name }}</p>
+    <br>
+    <div class="row" style="text-align:center;">
+      <div class="col-md-12">
+        <button type="submit" class="btn btn-success" value="submit">predict</button>
+      </div>
+    </div>
+
+  </div>
+
+</form>
+<br>
+<br>
+<br>
+
+<script type="text/javascript">
+  function preview_image(event) {
+    var reader = new FileReader();
+    reader.onload = function () {
+      var output = document.getElementById('output-image')
+      output.src = reader.result;
+    }
+    reader.readAsDataURL(event.target.files[0]);
+  }
+</script>
+<hr>
+
+{% endblock %}

AgriGo/templates/crop-recommend.html

@@ -0,0 +1,87 @@
+{% extends "index.html" %}
+{% block content %}
+
+<div class="container pt-5">
+  <h1 class="text-center" style="color: #8CE17D;">Crop Recommendation</h1>
+  <p class="text-center pt-3">Using your soil composition data and weather condtions we can predict the best type of
+    crop to sow</p>
+</div>
+<br>
+<br>
+<div class="container">
+
+
+  <div class="col-md-4 col-md-offset-4" style="float: right; margin-top: 5%; margin-right: 10%;margin-bottom: 5%;">
+    <img src="./static/images/upload-img.jpg" width="500" height="333">
+  </div>
+
+  <form action="/crop-recommendation" method="POST" style="margin-top: 5%">
+    <div class="col-md-4 col-md-offset-4">
+
+      <label for="N">Amount of Azote :</label>
+      <input class="form-control" type="number" min="0" required="required" name="N" ,
+        placeholder="enter amount of azote">
+
+    </div>
+    <div class="col-md-4 col-md-offset-4">
+
+      <label for="P">Amount of Phosphorous :</label>
+      <input class="form-control" type="number" min="0" id="P" name="P" required="required"
+        placeholder="enter amount of phosphore">
+
+    </div>
+    <div class="col-md-4 col-md-offset-4">
+
+      <label for="K">Amount of Potassium :</label>
+      <input class="form-control" type="number" min="0" id="K" name="K" required="required"
+        placeholder="enter amount of potassium">
+
+    </div>
+    <div class="col-md-4 col-md-offset-4">
+
+      <label for="temperature">Soil Temperature :</label>
+      <input class="form-control" type="number" min="0" step="any" id="temperature" name="temperature"
+        required="required" placeholder="Enter soil temperature">
+
+    </div>
+    <div class="col-md-4 col-md-offset-4">
+
+      <label for="humidity">Soil Humidity :</label>
+      <input class="form-control" type="number" min="0" step="any" id="humidity" name="humidity" required="required"
+        placeholder="enter soil humidity level">
+
+    </div>
+    <div class="col-md-4 col-md-offset-4">
+
+      <label for="phosphore">Soil Ph :</label>
+      <input class="form-control" type="number" min="0" step="any" id="phosphore" name="phosphore" required="required"
+        placeholder="enter soil ph">
+
+    </div>
+    <div class="col-md-4 col-md-offset-4">
+
+      <label for="rainfall">Amount of RainFall :</label>
+      <input class="form-control" type="number" min="0" step="any" id="rainfall" name="rainfall" required="required"
+        placeholder="enter amout of rain recieved">
+
+    </div>
+    <br>
+
+
+    <div class="text-center" style="padding-top: 5%">
+      <button type="submit" class="btn btn-success" value="submit">predict</button>
+    </div>
+    <br>
+    <br>
+
+  </form>
+
+
+
+</div>
+
+
+<br>
+<br>
+
+{% endblock %}

AgriGo/templates/disease-prediction-result.html

@@ -0,0 +1,27 @@
+{% extends "index.html" %}
+{% block content %}
+
+  <br>
+  <br>
+  <br>
+  <br>
+  <br>
+  <br>
+  
+  <div class="container pt-5">
+  	<h3 style="margin: auto;width: 80%; text-align: center; margin-top: 20px;  text-transform: uppercase">Results Of Prediction</h3>
+  <div style="width: 90%; margin: auto; text-align: center">
+      <img src="{{ url_for('send_file', filename=image_file_name)}}" style ="max-width: 500px; max-height: 450px; margin-top: 30px; margin-bottom: 10px">
+      <p style="font-style: italic">{{ image_file_name }}</p>
+
+      <h3 style="margin-top: 40px"><b>Prediction: <span style="color: green">{{ result }}</span></b></h3>
+      <br>
+      <br>
+      <div class="prediction text-center">
+        <a href="/" class="smoothScroll btn btn-success wow fadeInDown" data-wow-delay="2000">Back Home</a>
+      </div>
+  </div>
+  <br>
+  <br>
+    
+{% endblock %}

AgriGo/templates/fertilizer-recommend.html

@@ -0,0 +1,100 @@
+{% extends "index.html" %}
+{% block content %}
+
+<div class="container pt-5">
+    <h1 class="text-center" style="color: #8CE17D;">Fertilizer Recommendation</h1>
+    <p class="text-center pt-3">
+        Using your soil composition data and the crop type we can find the best fertilizer
+        for better yield
+    </p>
+</div>
+<br>
+<br>
+<div class="container">
+
+
+    <div class="col-md-4 col-md-offset-4" style="float: right; margin-top: 5%; margin-right: 10%;margin-bottom: 5%;">
+        <img src="./static/images/upload-img.jpg" width="500" height="333">
+    </div>
+
+    <form action="/fertilizer-recommendation" method="POST" style="margin-top: 5%">
+        <div class="col-md-4 col-md-offset-4">
+            <label for="temperature">Soil Temperature :</label>
+            <input class="form-control" type="number" min="0" step="any" id="temperature" name="temperature"
+                required="required" placeholder="Enter soil temperature">
+        </div>
+        <div class="col-md-4 col-md-offset-4">
+
+            <label for="humidity">Soil Humidity :</label>
+            <input class="form-control" type="number" min="0" step="any" id="humidity" name="humidity"
+                required="required" placeholder="enter soil humidity level">
+
+        </div>
+        <div class="col-md-4 col-md-offset-4">
+
+            <label for="moisture">Soil Moisture :</label>
+            <input class="form-control" type="number" min="0" step="any" id="moisture" name="moisture"
+                required="required" placeholder="enter soil moisture level">
+
+        </div>
+        <div class="col-md-4 col-md-offset-4">
+
+            <label for="N">Amount of Azote :</label>
+            <input class="form-control" type="number" min="0" required="required" name="N" ,
+                placeholder="enter amount of azote">
+
+        </div>
+        <div class="col-md-4 col-md-offset-4">
+
+            <label for="P">Amount of Phosphorous :</label>
+            <input class="form-control" type="number" min="0" id="P" name="P" required="required"
+                placeholder="enter amount of phosphore">
+
+        </div>
+        <div class="col-md-4 col-md-offset-4">
+
+            <label for="K">Amount of Potassium :</label>
+            <input class="form-control" type="number" min="0" id="K" name="K" required="required"
+                placeholder="enter amount of potassium">
+
+        </div>
+        <div class="col-md-4 col-md-offset-4">
+
+            <label for="soil">Soil Type :</label>
+            <select name="soil" class="form-control" placeholder="enter your soil type" required="required">
+                {% for i, soil in soil_types %}
+                <option type="text" value="{{i}}" data-show=".{{soil}}">{{soil}}</option>
+                {% endfor %}
+            </select>
+
+        </div>
+        <div class="col-md-4 col-md-offset-4">
+
+            <label for="crop">Crop Type :</label>
+            <select name="crop" class="form-control" placeholder="enter crop type" required="required">
+                {% for i, crop in crop_types %}
+                <option type="text" value="{{i}}" data-show=".{{crop}}">{{crop}}</option>
+                {% endfor %}
+            </select>
+
+        </div>
+        <br>
+
+
+        <div class="text-center" style="padding-top: 5%">
+            <button type="submit" class="btn btn-success" value="submit">predict</button>
+        </div>
+        <br>
+        <br>
+
+    </form>
+
+
+
+</div>
+
+
+<br>
+<br>
+
+{% endblock %}

AgriGo/templates/index.html

@@ -0,0 +1,183 @@
+<!DOCTYPE html>
+<html>
+
+<head>
+
+	<meta http-equiv="X-UA-Compatible" content="IE=Edge">
+	<meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />
+	<meta name="viewport" content="width=device-width, initial-scale=1">
+	<title>Agri App</title>
+	<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.1.1/dist/css/bootstrap.min.css" rel="stylesheet"
+		integrity="sha384-F3w7mX95PdgyTmZZMECAngseQB83DfGTowi0iMjiWaeVhAn4FJkqJByhZMI3AhiU" crossorigin="anonymous">
+	<link rel="stylesheet" href="https://pro.fontawesome.com/releases/v5.10.0/css/all.css"
+		integrity="sha384-AYmEC3Yw5cVb3ZcuHtOA93w35dYTsvhLPVnYs9eStHfGJvOvKxVfELGroGkvsg+p" crossorigin="anonymous" />
+	<link rel="stylesheet" type="text/css" href="./static/css/main.css">
+	<link rel="preconnect" href="https://fonts.googleapis.com">
+	<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+	<link href="https://fonts.googleapis.com/css2?family=Kaushan+Script&family=Poppins:wght@100&display=swap"
+		rel="stylesheet">
+	<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
+	<script src="https://cdn.jsdelivr.net/npm/@popperjs/core@2.9.2/dist/umd/popper.min.js"></script>
+</head>
+
+<body>
+	<nav class="navbar navbar-expand-lg navbar-dark bg-dark">
+		<div class="container">
+			<a class="navbar-brand" href="/">
+				<p>AgriGo</p>
+			</a>
+			<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarNav"
+				aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation">
+				<span class="navbar-toggler-icon"></span>
+			</button>
+			<div class="collapse navbar-collapse" id="navbarNav">
+				<ul class="navbar-nav m-auto">
+					<li class="nav-item">
+						<a class="nav-link active" aria-current="page" href="/">Home</a>
+					</li>
+					<li class="nav-item dropdown">
+						<a class="nav-link dropdown-toggle" href="#" id="navbarDropdown" role="button"
+							data-bs-toggle="dropdown" aria-expanded="false">
+							Services
+						</a>
+						<ul class="dropdown-menu" aria-labelledby="navbarDropdown">
+							<li><a class="dropdown-item" href="/crop-disease">Crop Diseases</a></li>
+							<li><a class="dropdown-item" href="/fertilizer-recommendation">Fertilizer recommendation</a>
+							</li>
+							<li><a class="dropdown-item" href="/crop-recommendation">Crop recommendation</a></li>
+						</ul>
+					</li>
+				</ul>
+			</div>
+		</div>
+	</nav>
+	{% block content %}
+	<section id="banner">
+		<div class="banner-text">
+			<h1>AgriGo</h1>
+			<p>Levrage AI power to grow your field to the maximum</p>
+			<div class="banner-btn">
+				<a href="#services"><span></span>Find Out</a>
+				<a href="#feature"><span></span>Read More</a>
+			</div>
+		</div>
+	</section>
+
+	<section id="feature">
+		<div class="title-text">
+			<p>FEATURES</p>
+			<h1>WHY CHOOSE US</h1>
+		</div>
+		<div class="feature-box">
+			<div class="features">
+				<h1>Quick Diagnosis</h1>
+				<div class="features-desc">
+					<div class="feature-icon">
+						<i class="fa fa-bolt"></i>
+					</div>
+					<div class="feature-text">
+						<p>AI models make it possible to identify and treat crop diseases quickly and efficiently. </p>
+					</div>
+
+				</div>
+				<h1>Increase Yield</h1>
+				<div class="features-desc">
+					<div class="feature-icon">
+						<i class="fa fa-corn"></i>
+					</div>
+					<div class="feature-text">
+						<p>With our precise recommendations the farmer can easily maximize the yield of his fields. </p>
+					</div>
+
+				</div>
+				<h1>Reduce cost</h1>
+				<div class="features-desc">
+					<div class="feature-icon">
+						<i class="fa fa-dollar-sign"></i>
+					</div>
+					<div class="feature-text">
+						<p>There is no need for agricultural experts or advanced crop management tools thus reducing the
+							production cost. </p>
+					</div>
+
+				</div>
+
+			</div>
+			<div class="features-img">
+				<img src="./static/images/features-bg.png">
+			</div>
+		</div>
+	</section>
+
+	<section id="services">
+		<div class="title-text">
+			<p>SERVICES</p>
+			<h1>WE PROVIDE</h1>
+		</div>
+		<div class="service-box">
+
+			<div class="single-service">
+				<div class="service-content">
+					<img src="./static/images/service-1.jpg">
+				</div>
+				<a href="/crop-recommendation" style="color: #000">
+					<h1>Crop Recommendation</h1>
+				</a>
+				<p>Analyzes soil and weather data to find the best suited crop. </p>
+			</div>
+
+			<div class="single-service">
+				<div class="service-content">
+					<img src="./static/images/service-3.jpg">
+
+				</div>
+				<a href="/fertilizer-recommendation" style="color: #000">
+					<h1>Fertilizer Recommendation</h1>
+				</a>
+				<p>Analyzes soil and crop type to find the best fertilizer for your crop. </p>
+			</div>
+
+			<div class="single-service">
+				<div class="service-content">
+					<img src="./static/images/service-2.jpg">
+
+				</div>
+				<a href="/crop-disease" style="color: #000">
+					<h1>Crop Disease Prediction</h1>
+				</a>
+				<p>From the images of your crops our models can check their health. </p>
+			</div>
+
+		</div>
+	</section>
+
+	<section id="contact">
+		<div class="footer-title-text">
+			<h1>CONTACT ME</h1>
+		</div>
+		<div class="footer-row">
+			<div class="footer-left">
+				<h1>AgriGo</h1>
+				<p>Email: AymenMir1001@gmail.com</p>
+			</div>
+			<div class="footer-right">
+				<h1>AgriGo</h1>
+				<p>Github: <a href="https://github.com/Aymen1001"> <i class="fab fa-github"></i>Aymen1001 </a>
+				</p>
+			</div>
+		</div>
+	</section>
+
+	{% endblock %}
+
+	<script type="text/javascript" src="./static/js/my.js"></script>
+	<script src="https://cdn.jsdelivr.net/npm/@popperjs/core@2.9.3/dist/umd/popper.min.js"
+		integrity="sha384-W8fXfP3gkOKtndU4JGtKDvXbO53Wy8SZCQHczT5FMiiqmQfUpWbYdTil/SxwZgAN"
+		crossorigin="anonymous"></script>
+
+	<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.1.1/dist/js/bootstrap.min.js"
+		integrity="sha384-skAcpIdS7UcVUC05LJ9Dxay8AXcDYfBJqt1CJ85S/CFujBsIzCIv+l9liuYLaMQ/"
+		crossorigin="anonymous"></script>
+</body>
+
+</html>

AgriGo/templates/recommend_result.html

@@ -0,0 +1,23 @@
+{% extends "index.html" %}
+{% block content %}
+
+<br>
+<br>
+
+
+<div class="container pt-5">
+  	<h3 style="margin: auto;width: 80%; text-align: center; margin-top: 20px;  text-transform: uppercase">Results Of Prediction</h3>
+  <div style="width: 90%; margin: auto; text-align: center">
+
+      <h3 style="margin-top: 40px"><b>Prediction: <span style="color: green">{{ result }}</span></b></h3>
+      <br>
+      <br>
+      <div class="prediction text-center">
+        <a href="/" class="smoothScroll btn btn-success wow fadeInDown" data-wow-delay="2000">Back Home</a>
+      </div>
+  </div>
+
+<br>
+<br>
+
+{% endblock %}

Dockerfile

@@ -0,0 +1,26 @@
+# Use an official Python runtime as a parent image
+FROM python:3.8-slim
+
+# Set the working directory in the container
+WORKDIR /app
+
+# Copy the current directory contents into the container at /app
+COPY . /app
+
+# Install any needed packages specified in requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Install Node.js and nport
+RUN apt update && apt install -y curl && \
+    curl -fsSL https://deb.nodesource.com/setup_18.x | bash - && \
+    apt install -y nodejs && \
+    npm install -g nport
+
+# Expose port 5000
+EXPOSE 7860
+
+# Define environment variable for Flask
+ENV FLASK_APP=AgriGo/app.py
+
+# Run the application
+CMD ["flask", "run", "--host=0.0.0.0"]

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2022 Aymen
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

Pipefile

@@ -0,0 +1,63 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+absl-py = "==1.0.0"
+astunparse = "==1.6.3"
+cachetools = "==5.0.0"
+certifi = "==2021.10.8"
+charset-normalizer = "==2.0.12"
+click = "==8.0.4"
+flask = "==2.0.3"
+flatbuffers = "==2.0"
+gast = "==0.5.3"
+google-auth = "==2.6.2"
+google-auth-oauthlib = "==0.4.6"
+google-pasta = "==0.2.0"
+grpcio = "==1.45.0"
+h5py = "==3.6.0"
+idna = "==3.3"
+importlib-metadata = "==4.11.3"
+itsdangerous = "==2.1.1"
+jinja2 = "==3.1.0"
+joblib = "==1.1.0"
+keras = "==2.8.0"
+keras-preprocessing = "==1.1.2"
+libclang = "==13.0.0"
+markdown = "==3.3.6"
+markupsafe = "==2.1.1"
+numpy = "==1.22.3"
+oauthlib = "==3.2.0"
+opt-einsum = "==3.3.0"
+pillow = "==9.0.1"
+protobuf = "==3.19.4"
+pyasn1 = "==0.4.8"
+pyasn1-modules = "==0.2.8"
+requests = "==2.27.1"
+requests-oauthlib = "==1.3.1"
+rsa = "==4.8"
+scikit-learn = "==1.0.2"
+scipy = "==1.8.0"
+six = "==1.16.0"
+tensorboard = "==2.8.0"
+tensorboard-data-server = "==0.6.1"
+tensorboard-plugin-wit = "==1.8.1"
+tensorflow-cpu = "==2.8.0"
+tensorflow-io-gcs-filesystem = "==0.24.0"
+termcolor = "==1.1.0"
+tf-estimator-nightly = "==2.8.0.dev2021122109"
+threadpoolctl = "==3.1.0"
+typing-extensions = "==4.1.1"
+urllib3 = "==1.26.9"
+werkzeug = "==2.0.3"
+wrapt = "==1.14.0"
+zipp = "==3.7.0"
+
+[dev-packages]
+
+[requires]
+python_version = "3.9.21"
+
+

package.json

@@ -0,0 +1,5 @@
+{
+  "engines": {
+    "node": "18.x"
+  }
+}

requirements.txt

@@ -0,0 +1,50 @@
+absl-py==1.0.0
+astunparse==1.6.3
+cachetools==5.0.0
+certifi==2021.10.8
+charset-normalizer==2.0.12
+click==8.0.4
+Flask==2.0.3
+flatbuffers==2.0
+gast==0.5.3
+google-auth==2.6.2
+google-auth-oauthlib==0.4.6
+google-pasta==0.2.0
+grpcio==1.45.0
+h5py==3.6.0
+idna==3.3
+importlib-metadata==4.11.3
+itsdangerous==2.1.1
+Jinja2==3.1.0
+joblib==1.1.0
+keras==2.8.0
+Keras-Preprocessing==1.1.2
+libclang==13.0.0
+Markdown==3.3.6
+MarkupSafe==2.1.1
+numpy==1.22.3
+oauthlib==3.2.0
+opt-einsum==3.3.0
+Pillow==9.0.1
+protobuf==3.19.4
+pyasn1==0.4.8
+pyasn1-modules==0.2.8
+requests==2.27.1
+requests-oauthlib==1.3.1
+rsa==4.8
+scikit-learn==1.0.2
+scipy==1.8.0
+six==1.16.0
+tensorboard==2.8.0
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.1
+tensorflow-cpu==2.8.0
+tensorflow-io-gcs-filesystem==0.24.0
+termcolor==1.1.0
+tf-estimator-nightly==2.8.0.dev2021122109
+threadpoolctl==3.1.0
+typing-extensions==4.1.1
+urllib3==1.26.9
+Werkzeug==2.0.3
+wrapt==1.14.0
+zipp==3.7.0