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#

en voir plus : web based image viewer zoom, simple html based image viewers, javascript auto resize pop window based image size, flash based image scale editor, web based image editor aspnet, flash based image viewer, Content based image retrieval, flash based image zooming, xml based image rotator, flash based image search engine, flash based image viewer website, vector based image illustrator, draw character logo based image, java based image viewer, python based image viewer, content based image retrieval python, crowd counting opencv python, counting number of objects in an image using opencv python, object counting using image processing python

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

Nº du projet : #23785092

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


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

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 15 jours
(31 Commentaires)

Hello! I do only ML/DS projects, have a vast experience in building Deep learning/ML models. I have built RNNs, Recommenders,dealt with classification and regression tasks. Speaking of your task, I have worked as Data Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 7 jours
(24 Commentaires)

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

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 15 jours
(13 Commentaires)

Hi I Am sure I will be Able to Help you in this. I have 10+ years of experience and mastery in image processing with camera. I am very interested in your job and i have confidence to make perfect result. I'll complete Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 7 jours
(9 Commentaires)

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

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 15 jours
(2 Commentaires)

Hello! I'd like to deliver individuals counting on pictures model. I'm familiar with computer vision as well as theory of probabilities. I'll do the job blazingly fast. Please, give me a try!

%bids___i_sum_sub_32% %project_currencyDetails_sign_sub_33% AUD en 1 jour
(3 Commentaires)

Hello. I just read your job posting and it sounds like you are looking for an expert in Computer Vision and Machine Learning. First of all, please check my channel: [login to view URL] Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 7 jours
(3 Commentaires)

Hi. Hope you are fine. I have seen the details and understood what you need. I can develop a professional application which able to count the crowd. I will add all the features according to your requirements. I'm a pro Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 7 jours
(1 Évaluation)

Thanks for your job posting! I am a python, C++ & C# Developer with full experience. I have developed a lot image processing projects (car number plate detect and recognition, captcha recognition(ocr), symbol recogni Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 7 jours
(2 Commentaires)

-------- Pro Python/ C# Programming/ Tensorflow Expert! -------- Hi,dear It is very attracting my mind because I'm very interested in your project and also, have rich experiences and high skills on this project. I have Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 7 jours
(5 Commentaires)

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

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 10 jours
(3 Commentaires)

Honest and reliable company delivering at a Low Cost complex and simple projects. Wide range of technologies and skills. Do not hesitate to contact us for any further inquiries.

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 7 jours
(2 Commentaires)

# To build a .NET component # Provide a console app in c# ---------------------------------------------------------- Hi there, Greetings!! Please Check my Profile. I am a Full-Stack Web Engineer specialized in Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 14 jours
(6 Commentaires)

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Python & Tensorflow Programming. I'm really confident about your project, and very eager to join your project. If we h Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 7 jours
(1 Évaluation)

I CAN COMPLETE YOUR PROJECT EASILY Hello, I am software developer with enough experiences on C# for 13 years. I can work by full time for your project and trying to satisfy the requirements. I am designing the project Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 7 jours
(1 Évaluation)

Hello, I work with CV almost daily and additionally have experience designing robust APIs and .NET components. I feel that this project is interesting, and also know that I can complete it succesfully as I built somet Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 14 jours
(1 Évaluation)

Hello sir i am interested in your project and understand the protect requirements, i am working on a similar project . Regards Sourabh

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 60 jours
(2 Commentaires)

*****************Responsibility + Endless Effort = YOUR Satisfaction!************************ Hi.I'm Eduward from [login to view URL] you for your check my bid. I've read your complete requirements and I can fulfill your ta Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 8 jours
(1 Évaluation)

Hi I am new here, and I am so interested in your project and I'm pretty sure I can proceed your expectations. Because I am working for Microsoft have solid .net background and machine learning skills. Look forward to Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 7 jours
(1 Évaluation)

I can make your dll in less than 7 days, i've worked before on crowd counting project , C# is my cup of tea, waiting for your message

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% AUD en 7 jours
(0 Commentaires)