Machine learning model for occupancy prediction

Closed Posted 5 years ago Paid on delivery
Closed Paid on delivery

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

Project ID: #18358601

About the project

40 proposals Remote project Active 5 years ago

40 freelancers are bidding on average $561 for this job

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 More

$500 USD in 10 days
(79 Reviews)
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 More

$500 USD in 10 days
(88 Reviews)
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 More

$500 USD in 10 days
(120 Reviews)
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 More

$600 USD in 10 days
(97 Reviews)
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 More

$555 USD in 10 days
(10 Reviews)
6.4
leemilun

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

$300 USD in 10 days
(68 Reviews)
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 More

$555 USD in 10 days
(16 Reviews)
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 More

$622 USD in 10 days
(87 Reviews)
6.3
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 More

$555 USD in 10 days
(20 Reviews)
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 More

$500 USD in 10 days
(16 Reviews)
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 More

$555 USD in 3 days
(9 Reviews)
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 More

$300 USD in 10 days
(7 Reviews)
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 in 3 days
(1 Review)
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 More

$500 USD in 7 days
(9 Reviews)
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/ More

$2510 USD in 8 days
(8 Reviews)
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 More

$444 USD in 10 days
(5 Reviews)
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 More

$555 USD in 7 days
(3 Reviews)
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 More

$555 USD in 10 days
(3 Reviews)
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 More

$560 USD in 10 days
(0 Reviews)
0.0
chakrasuprateem

I am a data scientist working in r and python

$283 USD in 10 days
(0 Reviews)
0.0