Machine learning model for occupancy prediction

Imefungwa Ilichapishwa Miaka 5 iliyopita Kulipwa wakati wa kujifungua
Imefungwa Kulipwa wakati wa kujifungua

Hello, I have an application that tracks visitors to a building. The building has several rooms. The sensors detect visitors in and out of each room every 15 seconds. So, in my db, which would drive the data for this I simply have a record for each room, with the timestamp (every 15 seconds), the inbound counts since last refresh, the outbound since last refresh and the total occupancy at that time.

I would like a machine learning model that can tell me two things:

1. Predict the occupancy in the future based on hourly or daily.

2. Predict which room new visitors coming through the door will go based on the current hour.

I get new data every 15 seconds so I can continue to feed and re-train constantly as needed or do a first in/first out while keep two weeks worth or something like that. Your call.

I use .Net, but can also do Azure ML or Python.

Algorithm C Programming Machine Learning (ML) Python Software Architecture

Kitambulisho cha Mradi: #18358601

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mingxiao2008

Hello Dear. My name is Sun dong, talented web and software developer in ML and python. If you would like to check out me, please see through below link. https://www.freelancer.com/u/mingxiao2008 I think I can do yo Zaidi

$500 USD kwa siku 10
(Maoni 79)
7.7
DevStar925

Hi, Dear Employer! I am really interested in your project. I have enough experience in ML, AI, Python, C/C++, C#, java programming. I am 100% sure I can satisfy your requirements perfectly. User-Friendly Interface Zaidi

$500 USD kwa siku 10
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7.6
widadsaghir1993

Hello sir. As a machine learning and python, C# developer, i'm glad to see your project. If you check my profile, you can see i have deep knowledge in machine learning as well as good skills of C# and python. I have Zaidi

$500 USD kwa siku 10
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7.4
dinhfreedom

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Occupancy Prediction Programming. I'm really confident about your project, and very eager to join your project. If Zaidi

$600 USD kwa siku 10
(Maoni 97)
6.9
ZhenExpert

Hello, there I have done many machine learning and NLP projects like stock price prediction, basketball game result prediction, horse result prediction, image recognition, text-classification. I also have done dynami Zaidi

$555 USD kwa siku 10
(Maoni 10)
6.4
leemilun

i have enough experience of similar project..please contact to me, i am waiting for your message . thank you

$300 USD kwa siku 10
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6.7
mohanchauhan

hi I am 12 years experienced senior engineer and has developed varios projects in python, C learning and codig and has understood the requirement for your project need to discuss in detail the project requirement fo Zaidi

$555 USD kwa siku 10
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6.3
invincible1428

Hello, Greetings of the day.!! Your project attracted my attention at first glance, because I've really rich experience in Machine Learning with R (R studion) and Python Programming. I am having 7+ years of experi Zaidi

$622 USD kwa siku 10
(Maoni 70)
6.2
NeaWeaR

Hello my friend! I can do that using Machine Learning algorithms. Could you send me the data please? Please write me as soon as you can and we will discuss the project! Best regards, Vladimir.

$750 USD kwa siku 10
(Maoni 32)
5.9
KGeorgy

Hello, I am pleasure with your job for Machine learning model for occupancy prediction. Thank you for the job posting. It’s a pleasure to meet you. I’d really like to work with you on this one if possible! I do hav Zaidi

$555 USD kwa siku 10
(Maoni 20)
5.3
kil1967

Hello, I'm very interested in your job. I will build your project in time and will provide you with high quality. I am a python expert with enough experience of 5 years in django/flask/ffmpeg/opencv etc. So I thi Zaidi

$500 USD kwa siku 10
(Maoni 16)
5.2
superbpartner

Hi,dear. I am very interested in your project - 'Machine learning model for occupancy prediction'. I've already done this kind of project before. I'm a professional programmer with 12 years of experience. If you award Zaidi

$555 USD kwa siku 3
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5.1
dilichan

Hi, I am an engineer specializing in machine learning and deep learning models. I am an expert in applying machine learning/deep learning and data analysis skills into solving problems. I have been working on comput Zaidi

$300 USD kwa siku 10
(Maoni 7)
4.0
adrianhk

I would be doing it in python. Your problem is straightforward, and it can actually be done in less than a day. I put 3 only because I want to make sure the data quality is good for the model.

$400 USD kwa siku 3
(Maoni 1)
3.3
sgolem

Hi, I'd really love to work on this project with you. I have a PhD in Artificial Intelligence, I work as a lecturer in Machine Learning and Artificial Intelligence, and I largely work on AI systems for mobile robots t Zaidi

$500 USD kwa siku 7
(Maoni 9)
3.5
MetaoriginLab

We are a company based out of Gurugram,India Working on some Core AI and Mobile App Technologies. Some of our core services offered:- 1. Text to Speech/Speech to Text 2. Android and iOS Development 3. Face Recognition/ Zaidi

$2510 USD kwa siku 8
(Maoni 8)
2.6
jlbilou93

hello, I suggest you to develop 2 models , one for each prediction you want to do: 1. regression model with time as input, number of visitor as output. 2. Multiclass model (one for each room) with time and current n Zaidi

$444 USD kwa siku 10
(Maoni 5)
2.2
mostafamokhles

Hello, I have read your requirements and they're pretty clear. What first came to my mind is time-series prediction for the first part, since you're looking for something to capture hourly trend or daily. Regarding the Zaidi

$555 USD kwa siku 7
(Maoni 3)
3.2
InkCoder

Hi, I have worked in Azure ML and python for data science . I am currently undertaking MS ( ml specialization ) from gatech. Your problem requires constant retraining, and while it can be done in batches in Azure ML Zaidi

$555 USD kwa siku 10
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1.3
zlook2018

Hi, I have more than five years of experience in machine learning. I think effective learning can be done in ways such as Support vector machines (SVMs) and Genetic algorithms to realize your task. The key here is h Zaidi

$560 USD kwa siku 10
(Maoni 0)
0.0