GithubHelp home page GithubHelp logo

maoz ragab's Projects

crowd-counting-mcnn icon crowd-counting-mcnn

This notebook aims to develop a machine learning model for crowd number estimation from a single image at random crowd density and arbitrary perspective. We have proposed a multi- column convolutional neural network (MCNN) architecture to map Image of a crowd density map. MCNN allows the input image to be of any size or resolution. through the use of filters with receptive fields of different sizes, And also, regardless of the size of the people. Moreover, the true density map is calculated precisely based on engineering adaptation kernels. We have collected and classified a group of 300 images and created a data Augmentation of images, bringing the training data to 2439 images and verification data of 261 images, we are conducting extensive trials to verify the effectiveness of the proposed model and method. In particular, with the proposed simple MCNN model, our method It beats all existing styles. In addition to the experiments Show that our model, once trained on it. show that our model, once trained on one dataset, can be readily transferred to a new dataset

digit-recognizer-resnet-99-on- icon digit-recognizer-resnet-99-on-

In this post, we will try the ResNet for image recognition. We will learn the Keras application tutorial for ResNet engineering from scratch. (Residual networks) is a deep neural network that is used as a backbone for many computer vision applications such as object detection, image segmentation, etc.

first-order-model icon first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

monkey-net icon monkey-net

Animating Arbitrary Objects via Deep Motion Transfer

sklearn icon sklearn

Every thing you need to know about using Sklearn in Machine Learning

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.