├── Procfile ├── __pycache__ └── config.cpython-37.pyc ├── app.py ├── app ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── __init__.cpython-38.pyc │ ├── views.cpython-37.pyc │ └── views.cpython-38.pyc ├── static │ ├── cascade │ │ ├── Bus_front.xml │ │ └── cars.xml │ ├── css │ │ ├── materialize.css │ │ └── materialize.min.css │ ├── images │ │ └── white_bg.jpg │ ├── js │ │ ├── materialize.js │ │ └── materialize.min.js │ └── uploads │ │ └── bus.jpg ├── templates │ └── index.html └── views.py ├── config.py ├── readme.md ├── requirements.txt └── sample_data ├── bus.jpg └── cars.png /Procfile: -------------------------------------------------------------------------------- 1 | web: gunicorn app:app 2 | -------------------------------------------------------------------------------- /__pycache__/config.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nikit-370/Detect-and-Count-Vehicle-using-Flask/5fbff5664ae7d87213c43f779f7a340dc1380522/__pycache__/config.cpython-37.pyc -------------------------------------------------------------------------------- /app.py: -------------------------------------------------------------------------------- 1 | from app import app 2 | 3 | if __name__ == '__main__': 4 | app.run() -------------------------------------------------------------------------------- /app/__init__.py: -------------------------------------------------------------------------------- 1 | from flask import Flask 2 | 3 | app = Flask(__name__) 4 | 5 | app.config.from_object("config.DevelopmentConfig") 6 | 7 | from app import views 8 | -------------------------------------------------------------------------------- /app/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- 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.select-wrapper input:focus{border-bottom:none}.datepicker-controls .select-wrapper .caret{display:none}.datepicker-controls .select-year input{width:50px}.datepicker-controls .select-month input{width:70px}.month-prev,.month-next{margin-top:4px;cursor:pointer;background-color:transparent;border:none}.datepicker-date-display{-webkit-box-flex:1;-webkit-flex:1 auto;-ms-flex:1 auto;flex:1 auto;background-color:#26a69a;color:#fff;padding:20px 22px;font-weight:500}.datepicker-date-display .year-text{display:block;font-size:1.5rem;line-height:25px;color:rgba(255,255,255,0.7)}.datepicker-date-display .date-text{display:block;font-size:2.8rem;line-height:47px;font-weight:500}.datepicker-calendar-container{-webkit-box-flex:2.5;-webkit-flex:2.5 auto;-ms-flex:2.5 auto;flex:2.5 auto}.datepicker-table{width:280px;font-size:1rem;margin:0 auto}.datepicker-table thead{border-bottom:none}.datepicker-table th{padding:10px 5px;text-align:center}.datepicker-table tr{border:none}.datepicker-table abbr{text-decoration:none;color:#999}.datepicker-table td{border-radius:50%;padding:0}.datepicker-table td.is-today{color:#26a69a}.datepicker-table td.is-selected{background-color:#26a69a;color:#fff}.datepicker-table td.is-outside-current-month,.datepicker-table td.is-disabled{color:rgba(0,0,0,0.3);pointer-events:none}.datepicker-day-button{background-color:transparent;border:none;line-height:38px;display:block;width:100%;border-radius:50%;padding:0 5px;cursor:pointer;color:inherit}.datepicker-day-button:focus{background-color:rgba(43,161,150,0.25)}.datepicker-footer{width:280px;margin:0 auto;padding-bottom:5px;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between}.datepicker-cancel,.datepicker-clear,.datepicker-today,.datepicker-done{color:#26a69a;padding:0 1rem}.datepicker-clear{color:#F44336}@media only screen and (min-width: 601px){.datepicker-modal{max-width:625px}.datepicker-container.modal-content{-webkit-box-orient:horizontal;-webkit-box-direction:normal;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row}.datepicker-date-display{-webkit-box-flex:0;-webkit-flex:0 1 270px;-ms-flex:0 1 270px;flex:0 1 270px}.datepicker-controls,.datepicker-table,.datepicker-footer{width:320px}.datepicker-day-button{line-height:44px}}.timepicker-modal{max-width:325px;max-height:none}.timepicker-container.modal-content{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;padding:0}.text-primary{color:#fff}.timepicker-digital-display{-webkit-box-flex:1;-webkit-flex:1 auto;-ms-flex:1 auto;flex:1 auto;background-color:#26a69a;padding:10px;font-weight:300}.timepicker-text-container{font-size:4rem;font-weight:bold;text-align:center;color:rgba(255,255,255,0.6);font-weight:400;position:relative;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}.timepicker-span-hours,.timepicker-span-minutes,.timepicker-span-am-pm div{cursor:pointer}.timepicker-span-hours{margin-right:3px}.timepicker-span-minutes{margin-left:3px}.timepicker-display-am-pm{font-size:1.3rem;position:absolute;right:1rem;bottom:1rem;font-weight:400}.timepicker-analog-display{-webkit-box-flex:2.5;-webkit-flex:2.5 auto;-ms-flex:2.5 auto;flex:2.5 auto}.timepicker-plate{background-color:#eee;border-radius:50%;width:270px;height:270px;overflow:visible;position:relative;margin:auto;margin-top:25px;margin-bottom:5px;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}.timepicker-canvas,.timepicker-dial{position:absolute;left:0;right:0;top:0;bottom:0}.timepicker-minutes{visibility:hidden}.timepicker-tick{border-radius:50%;color:rgba(0,0,0,0.87);line-height:40px;text-align:center;width:40px;height:40px;position:absolute;cursor:pointer;font-size:15px}.timepicker-tick.active,.timepicker-tick:hover{background-color:rgba(38,166,154,0.25)}.timepicker-dial{-webkit-transition:opacity 350ms, -webkit-transform 350ms;transition:opacity 350ms, -webkit-transform 350ms;transition:transform 350ms, opacity 350ms;transition:transform 350ms, opacity 350ms, -webkit-transform 350ms}.timepicker-dial-out{opacity:0}.timepicker-dial-out.timepicker-hours{-webkit-transform:scale(1.1, 1.1);transform:scale(1.1, 1.1)}.timepicker-dial-out.timepicker-minutes{-webkit-transform:scale(0.8, 0.8);transform:scale(0.8, 0.8)}.timepicker-canvas{-webkit-transition:opacity 175ms;transition:opacity 175ms}.timepicker-canvas line{stroke:#26a69a;stroke-width:4;stroke-linecap:round}.timepicker-canvas-out{opacity:0.25}.timepicker-canvas-bearing{stroke:none;fill:#26a69a}.timepicker-canvas-bg{stroke:none;fill:#26a69a}.timepicker-footer{margin:0 auto;padding:5px 1rem;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between}.timepicker-clear{color:#F44336}.timepicker-close{color:#26a69a}.timepicker-clear,.timepicker-close{padding:0 20px}@media only screen and (min-width: 601px){.timepicker-modal{max-width:600px}.timepicker-container.modal-content{-webkit-box-orient:horizontal;-webkit-box-direction:normal;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row}.timepicker-text-container{top:32%}.timepicker-display-am-pm{position:relative;right:auto;bottom:auto;text-align:center;margin-top:1.2rem}} 14 | -------------------------------------------------------------------------------- /app/static/images/white_bg.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nikit-370/Detect-and-Count-Vehicle-using-Flask/5fbff5664ae7d87213c43f779f7a340dc1380522/app/static/images/white_bg.jpg -------------------------------------------------------------------------------- /app/static/uploads/bus.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nikit-370/Detect-and-Count-Vehicle-using-Flask/5fbff5664ae7d87213c43f779f7a340dc1380522/app/static/uploads/bus.jpg -------------------------------------------------------------------------------- /app/templates/index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | Vehicle Detection-Count-Classification App 7 | 8 | 9 | 10 | 11 | 12 | 20 | 21 | 22 |
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55 | {% if pred != None %} 56 |
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{{ pred }}
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59 | {% endif %} 60 |
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66 | 67 | 68 | 69 | 70 | 71 | 72 | 77 | 78 | 79 | 80 | -------------------------------------------------------------------------------- /app/views.py: -------------------------------------------------------------------------------- 1 | # Important imports 2 | from app import app 3 | from flask import request, render_template, url_for 4 | import cv2 5 | import numpy as np 6 | from PIL import Image 7 | import string 8 | import random 9 | import os 10 | 11 | # Adding path to config 12 | app.config['INITIAL_FILE_UPLOADS'] = 'app/static/uploads' 13 | 14 | car_cascade_src = 'app/static/cascade/cars.xml' 15 | bus_cascade_src = 'app/static/cascade/Bus_front.xml' 16 | 17 | # Route to home page 18 | @app.route("/", methods=["GET", "POST"]) 19 | def index(): 20 | 21 | # Execute if request is get 22 | if request.method == "GET": 23 | full_filename = 'images/white_bg.jpg' 24 | return render_template("index.html", full_filename = full_filename) 25 | 26 | # Execute if reuqest is post 27 | if request.method == "POST": 28 | 29 | image_upload = request.files['image_upload'] 30 | imagename = image_upload.filename 31 | 32 | # generating unique name to save image 33 | letters = string.ascii_lowercase 34 | name = ''.join(random.choice(letters) for i in range(10)) + '.png' 35 | full_filename = 'uploads/' + name 36 | 37 | image = Image.open(image_upload) 38 | image = image.resize((450,250)) 39 | image_arr = np.array(image) 40 | grey = cv2.cvtColor(image_arr,cv2.COLOR_BGR2GRAY) 41 | 42 | #Cascade 43 | car_cascade = cv2.CascadeClassifier(car_cascade_src) 44 | cars = car_cascade.detectMultiScale(grey, 1.1, 1) 45 | 46 | bcnt = 0 47 | bus_cascade = cv2.CascadeClassifier(bus_cascade_src) 48 | bus = bus_cascade.detectMultiScale(grey, 1.1, 1) 49 | for (x,y,w,h) in bus: 50 | cv2.rectangle(image_arr,(x,y),(x+w,y+h),(0,255,0),2) 51 | bcnt += 1 52 | 53 | ccnt = 0 54 | if bcnt == 0: 55 | for (x,y,w,h) in cars: 56 | cv2.rectangle(image_arr,(x,y),(x+w,y+h),(255,0,0),2) 57 | ccnt += 1 58 | 59 | img = Image.fromarray(image_arr, 'RGB') 60 | img.save(os.path.join(app.config['INITIAL_FILE_UPLOADS'], name)) 61 | 62 | # Returning template, filename, extracted text 63 | result = str(ccnt) + ' cars and ' + str(bcnt) + ' buses found' 64 | return render_template('index.html', full_filename = full_filename, pred = result) 65 | 66 | # Main function 67 | if __name__ == '__main__': 68 | app.run(debug=True) 69 | -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- 1 | class Config(object): 2 | 3 | SECRET_KEY = 'pianalytix' 4 | 5 | SESSION_COOKIE_SECURE = True 6 | DEFAULT_THEME = None 7 | 8 | class DevelopmentConfig(Config): 9 | DEBUG = True 10 | -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- 1 | # Step to run application: 2 | ## Step 1: 3 | Create the copy of the project.
4 | ## Step 2: 5 | Open command prompt and change your current path 6 | to folder where you can find 'app.py' file.
7 | ## Step 3: 8 | Create environment by command given below- 9 | conda create -name .
10 | ## Step 4: 11 | Activate environment by command as follows- 12 | conda activate .
13 | ## Step 5: 14 | Use command below to install required dependencies- 15 | python -m pip install -r requirements.txt
16 | ## Step 6: 17 | Run application by command; 18 | python app.py, You will get url copy it and paste in browser.
19 | ## Step 7: 20 | You have sample_data folder where you can get images to test. 21 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | opencv-python-headless==4.2.0.32 2 | numpy==1.19.3 3 | Flask==1.1.1 4 | Pillow==8.0.1 5 | gunicorn -------------------------------------------------------------------------------- /sample_data/bus.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nikit-370/Detect-and-Count-Vehicle-using-Flask/5fbff5664ae7d87213c43f779f7a340dc1380522/sample_data/bus.jpg -------------------------------------------------------------------------------- /sample_data/cars.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nikit-370/Detect-and-Count-Vehicle-using-Flask/5fbff5664ae7d87213c43f779f7a340dc1380522/sample_data/cars.png --------------------------------------------------------------------------------