Lengkap

Object Recognition and modelling, machine learning

You could also call the project: Kitchen Table Analyser

Out kitchen table is a complete mess and I want to know why!!!

You need to write a software that would track and identify all the elements on my kitchen table constantly. You would help me identify the correct cameras that I need to install for the tracking, probably high quality with zoom. The software would analyse constantly from two angles and make 3D models of all objects and store them in a SQL database. (I will write my own SQL queries) It would track time. I would name the object modelled in 3D but it should do some sort of machine learning to get smarter and recognise more. How long does an item stay on the kitchen table and when was it removed or moved? Things can be stacked on top of each other, it must remember what is underneath. it must be able to make distinction between object even though they are clustered together. When was it removed? it must learn new object and I will name them. It must screen out any human movement. It should also be able to learn a new object from close up, zoomed in and then recognise the object at distance. You need to be able to identify small object as well. People will be walking with objects in their hand. This should be tracked if possible.

Assumption

Let’s assume that all object are rigid and does not change shape. There would be some fluffy toys and other things that can bend, but most of the object would be rigid.

As the time of day change, shade will change and lights will come on in the evening. The software must be able to know what an object could look like in different lighting. I would suggest machine learning again. No point it things that a cup under lights is a new object.

Further requirement

Combine the feeds from the two cameras. We can do three if you need it.

Accurate 3D modelling

Camera specification: The cameras need to be small and not intrusive. Who wants a big camera in the kitchen?

Example. I just took two low quality photos, just to show you what it looks like. The camera feed should be much better. Same table, two angles. This is not a joke, this is how mykitchen table looks on a good day!

Kemahiran: Pengaturcaraan C, Pengaturcaraan C#, Pengaturcaraan C++, Java, Pembelajaran Mesin

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Tentang Majikan:
( 9 ulasan ) Port Elizabeth, South Africa

ID Projek: #8408740

Dianugerahkan kepada:

EmanueleMartini

Dear, I am Emanuele Martini a Biomedical Engineer who works in a Research Center of Milan as software developer, particularly involved in Image Processing. I work daily with Matlab, Java, and others developing code f Lagi

$250 USD dalam 60 hari
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3.5

10 pekerja bebas membida secara purata $796 untuk pekerjaan ini

super2lao

A proposal has not yet been provided

$750 USD dalam 10 hari
(150 Ulasan)
7.7
endlessflier

A proposal has not yet been provided

$555 USD dalam 10 hari
(22 Ulasan)
5.0
Jimnik

Hello, I'm C++ 3D programmer with machine learning, Object Recognition and MsSQL Server experience. Only hourly, $25/hr, This may take a lot of more than $750. My C++/DirectX11 experience: - [login to view URL] Lagi

$750 USD dalam 3 hari
(2 Ulasan)
3.6
VnBestSolutions

Dear Sir. We claim to get it done perfectly for you EXACTLY in the way you want it - Kindly give we a chance and we will prove myself - Ready to prove our words, let's get it done right away and I mean RIGHT AWAY !! Lagi

$1052 USD dalam 30 hari
(3 Ulasan)
3.1
vishnulalit

Dear Sir or Madam: Thank you for the opportunity to submit my proposal for your project Enclosed please find all information relative to my skills and experience, as well as a plan for project implementation, cost, Lagi

$2000 USD dalam 30 hari
(1 Ulasan)
3.2
infozebros

Hi, i clear understand the concept , i have sound experience in image processing using Matlab and OpenCV. i have few co friends were doing all task (together to perform and deliver it on task). we deliver as per Lagi

$616 USD dalam 14 hari
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2.2
koum23

Thank you for viewing my profile you can check have 5***/5*** also you can check happy customer. always trying to get customer satisfaction. I have gone through your project requirement specification and as per my p Lagi

$400 USD dalam 10 hari
(12 Ulasan)
3.1
bitsizesolutions

Hi Sir, I can get your job Done! Just need a little more details from your side. I did a project in Matlab like object recognitions If Matlab is okay on your side let me know it'll easy on my side otherwise will be ha Lagi

$833 USD dalam 15 hari
(0 Ulasan)
0.0
lnarayanan90

A proposal has not yet been provided

$750 USD dalam 20 hari
(1 Ulasan)
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