Creating and Developing an application "Smart Eye" which will help the user in observing the activities of the vehicles at a Plant/Site and maintaining their records. It will keep track on the movements of the vehicles and their drivers. The application will also provide service of determining the current status(In/Out) of the vehicle. The application will assist the stakeholders for remote monitoring of vehicles. The stakeholders can keep a watch on the movement of the vehicles without physically being present there.

Applications ------------------------------------------------------------------------------------

⦁ We can use this system in the places where the security is required on daily basis.

⦁ It can Scan Number Plates , Detect faces, maintain records and track vehicles as required.

⦁ It can be useful in fields where it is necessary to maintain entries for vehicle and people etc.

⦁ It can be used in Residential societies , various sites like construction and companies, parking areas and private spaces etc.

⦁ This App stores the record and these records can be used to review activity and security purpose.

Major objectives --------------------------------------------------------------------------------

1.Scan – Vehicles and Drivers (Face Scan, Number Plate Scan). 2.Report – Make Overall Reports of Activity of the Vehicles.

Proposed Algorithms ----------------------------------------------------------------------------- 1.Face Detection - 1) CNN(convolutional neural network) | Keras Efficient Net Model 2) Classification & Feature Extraction using Layers 3) Open-CV Cascade Classifier 4) Creating Tf-lite Model 5) Tenserflow Lite v3.1.2

2.Number-Plate Recognition - 1) ANPR (Automatic Number Plate Detection) 2) OCR(Optical Character Recognition) 3) Text Recognition using OCR 4) Text Formatting

3.Database Handling - 1) Android Studio 2) Firebase Realtime Database 3) Add, Remove, Delete, Update

TEST CASES ------------------------------------------------------------------------------------

⦁ Password Length: The password length must be at least 6 characters for login, if you enter a lower no of characters then it will show an error.

⦁ Login Failure: If user enter any of the wrong details of username and password then it will show login failure.

⦁ Empty Fields: The fields must not be empty it should contain some valid data to further store in database.

⦁ Existence : If user enters any wrong details of vehicle then it shows the existence error i.e. The vehicle does not exists!!.

UI-https://github.com/PranavM4601/Application_UI-3.git