Giter VIP home page Giter VIP logo

Falalu Ibrahim Lawan's Projects

smokedetector icon smokedetector

Headless chatbot that detects spam and posts links to it to chatrooms for quick deletion.

speed-estimation-of-vehicles-with-plate-detection icon speed-estimation-of-vehicles-with-plate-detection

The main objective of this project is to identify overspeed vehicles, using Deep Learning and Machine Learning Algorithms. After acquisition of series of images from the video, trucks are detected using Haar Cascade Classifier. The model for the classifier is trained using lots of positive and negative images to make an XML file. This is followed by tracking down the vehicles and estimating their speeds with the help of their respective locations, ppm (pixels per meter) and fps (frames per second). Now, the cropped images of the identified trucks are sent for License Plate detection. The CCA (Connected Component Analysis) assists in Number Plate detection and Characters Segmentation. The SVC model is trained using characters images (20X20) and to increase the accuracy, 4 cross fold validation (Machine Learning) is also done. This model aids in recognizing the segmented characters. After recognition, the calculated speed of the trucks is fed into an excel sheet along with their license plate numbers. These trucks are also assigned some IDs to generate a systematized database.

sql-server-samples icon sql-server-samples

Azure Data SQL Samples - Official Microsoft GitHub Repository containing code samples for SQL Server, Azure SQL, Azure Synapse, and Azure SQL Edge

sqlite-sync.com icon sqlite-sync.com

Sqlite-sync.com is a framework for synchronizing data between a Sqlite database and an MS SQL/MySQL/Oracle/PostgreSQL database. With this framework your application can work completely offline (Airplane Mode), then perform an automated Bidirectional Synchronization when an internet connection becomes available.

sweetalert icon sweetalert

A beautiful replacement for JavaScript's "alert"

swipetoaction icon swipetoaction

An easy way to add a simple 'swipe-and-do-something' behavior to your `RecyclerView` items. Just like in Gmail or Inbox apps.

synceddb icon synceddb

Makes it easy to write offline-first applications with realtime syncing and server side persistence.

tcpdf icon tcpdf

Official clone of PHP library to generate PDF documents and barcodes

tesseract icon tesseract

Tesseract Open Source OCR Engine (main repository)

train-and-test-mnist icon train-and-test-mnist

Training on the MNIST Data; Saving the trained model; Testing on handwritten digits. Using Tensorflow.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.