3D machine learning

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We are looking for a ML Engineer with expertise across multiple 3D AI networks. This position will focus on evaluating, implementing and innovating upon various 3D networks for asset and world creation within virtual worlds, namely video games.

This person should be a skilled coder, capable of building on top of SOTA AI models and integrating various models together to create higher quality results. In addition, given our work in the creative industries having aesthetic and geometry processing skills are a plus.

The nature of these types of jobs tends to result in a large amount of applications, and therefore to evaluate candidates we are asking you to perform a (we hope relatively simple) task aimed at showing some basic technical proficiency and more importantly your thinking.

Please note we will follow up with all candidates who successfully complete the task but will not follow up with candidates who do not do the task or are unsuccessful in completing it.

Task below:

Please create three repos in google colab each based on a different type of SOTA 3D AI model. Using each repo generate a single object - a medieval house - and use / create / decide on a scoring metric to evaluate which of the three repos generated the 'best' medieval house. Summarise your work in a report and send a link to your report + links to your 3 colab repos as the completion of the task.

Please note, there are elements of this task intentionally vague so as to allow your creativity in completing it, e.g. which AI networks you choose to use, what metric(s) you choose to score, and even to some extent what you consider as a generated result for 'medieval house'.

Based on this report and a review of your colab models we will select candidates to interview.

Please note - this task is not the project itself, it is simply a way to distinguish and select candidates that have the skills necessary to work on the main task which will be building atop SOTA 3D AI models to create a new model and evaluation criteria for generated mesh results, which can be used in the gaming industry.

Python Machine Learning (ML) Computer Vision Rapid Prototyping

ID Proiect: #37489769

Detalii despre proiect

26 propuneri Proiect la distanță Activ acum 1 lună

26 freelanceri plasează o ofertă medie de 15819€ pentru proiect


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€20000 EUR în 2 zile
(31 recenzii)

Hello, How are you? I am a senior data scientist and software engineer with expertise in 3D machine learning, python, rapid prototyping, and computer vision. I have experience successfully developing and deploying a w Mai multe

€20000 EUR în 7 zile
(9 recenzii)

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€20000 EUR în 13 zile
(12 recenzii)

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€20000 EUR în 5 zile
(13 recenzii)

Hello,I have read the job description and I am interested in this job. I have 8 years experience in developing products using Machine Learning (ML), Python, Rapid Prototyping and Computer Vision. I have read your requi Mai multe

€20000 EUR în 24 zile
(38 recenzii)

I have extensive experience in the development of 3D AI networks, making me a perfect fit for your project requirements. With my expertise in ML engineering, I can evaluate, implement, and innovate upon various 3D netw Mai multe

€16000 EUR în 7 zile
(6 recenzii)

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€10000 EUR în 5 zile
(18 recenzii)

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€20000 EUR în 90 zile
(3 recenzii)

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€10000 EUR în 80 zile
(2 recenzii)

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€15000 EUR în 7 zile
(9 recenzii)

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€10000 EUR în 7 zile
(1 părere)

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€15000 EUR în 7 zile
(1 părere)

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€15000 EUR în 7 zile
(0 recenzii)

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€15000 EUR în 70 zile
(0 recenzii)

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€15000 EUR în 7 zile
(1 părere)