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Crowd Counting Based on an Image pulled from CCTV

I'm the CIO of an outdoor venue in Melbourne, Australia. A challenge I've been given is to know how many people are on the site. Luckily we have 100+ CCTV cameras covering the whole site and a variety of angles. In researching I have found that there are vast improvements in Crowd Counting Algorithms on images that could be used.

My project request is to build a .NET component that allows the input of an image and the output of how many people are in that image.

Language: Ideally C#, or Python in Visual Studio 2019

Component: A .NET assembly that I can reference (.net 4.5 or higher). Needs to run without a UI, i.e. Service, or Console App from a Scheduled Job. Will most likely process over 50 images every 30 mins. Assume Windows 10 or Server 2019 64-bit if easier.

Input: Provide an image path that contains a JPEG (open to suggestions if this isn't the best image format)

Function call: public int GetImageCrowdCount(FileInfo ImagePath)

Output: Provide a count of people in the photo. Also exceptions, if image in wrong format, or something is wrong. Errors to Windows Application EventLog.

Sample Code: Provide a console app in c# (Visual Studio 2019) that calls your component that I can use as a basis of building a larger solution.

Algorithm choice: Justification based Leaderboard in [login to view URL] (or alternative, want something modern and reliable).

Deliverable: Source Code of the Component, Console App Source Code, x5 Sample Images of outdoor events (

Compétences : Python, Tensorflow, Programmation C#

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Concernant l'employeur :
( 0 commentaires ) Ascot Vale, Australia

Nº du projet : #23785092

21 freelance font une offre moyenne de $1846 pour ce travail

abdelghafar

Dear Hiring Manager,\r\nI have 10+ years experience in .net platform. and developed multiple enterprise apps using .net, MVC and .net core.\r\nand have great experience in software design patterns, enterprise architect Plus

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artkulak

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ShiaFirst

Hi, I can work with crowd counting algorithm using .NET as requested. Kindly discuss further details via private chat. Thanks!

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jinguo1129

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arhamsoftltd

Hi, I can create a .NET component that allows the input of an image and the output of how many people are in that image. I have hands-on experience of 8+ years in .net, asp.net, MVC and making systems before with exce Plus

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fabienbenoit1984

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jinc772

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hamzahafeez2000

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Himerr0kovoi

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zoranzdravkovic2

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bavnsofts

Hello, I can develop crowd counting software for you. We will process image received from cctv. It will count number of heads in picture to recognise count of persons Looking forward to discuss

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efedriko1234

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kgsolutions

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talented0206

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brandonottoeagan

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Alinedved

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