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machine learning for alpha matting

$15-25 USD / hour

Imefungwa
Imechapishwa about 5 years ago

$15-25 USD / hour

The ultimate challenge: apply machine learning to the alpha matting problem. * natural matting, greenscreen, bluescreen, whitescreen, etc. * RGB in, R'G'B'A out. This contract represents a first step: perform a survey of existing off-the-shelf ML technologies to determine the ultimate cost of building a production-ready matting model. • Inputs: before & after RGB, R’G’B’A pairs of images… o Against greenscreen and bluescreen o Against white backdrops o Against painted backdrops o Against natural backdrops • Outputs: o Presentation of results attainable with existing frameworks. Which network structure(s) show promise for solving the matting problem. o Rough understanding of scale of project to make it commercially viable. Scope of this project: • Collecting training material o You can use publically-available sources (imagenet, googlenet, etc) o We have before & after matting pairs {RGB}->{R’G’B’, Alpha} o We do not have trimap pairs (e.g. {RGB} -> {trimap} and {trimap} -> {R’G’B’, Alpha} • Selecting a platforms and matting algorithm • a quick google search reveals plenty of platforms: o nVidia cuDNN-accelerated PyTorch deep learning framework o Ludwig from uber engineer o Google AI platform o H2O o DataRobot o OpenAI o Sonnet o Eager o TPOT o RapidMiner o AutoML o Sagemaker • You will use your experience to produce a short manageable list of platforms, and to survey research on segmentation & matting, to arrive at a manageable list of technologies to try out during the available time. In your proposal, please mention "ML" otherwise you will be rejected. Thank you. Derek
Kitambulisho cha mradi: 19328868

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6 mapendekezo
Mradi wa mbali
Inatumika 5 yrs ago

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Picha ya Mtumiaji
Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Machine Learning & Image Processing Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
$20 USD ndani ya siku 40
4.8 (57 hakiki)
6.4
6.4
Picha ya Mtumiaji
Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards
$22 USD ndani ya siku 40
4.9 (55 hakiki)
5.9
5.9
Picha ya Mtumiaji
ML...........................................................................................................................................................................................
$22 USD ndani ya siku 40
5.0 (3 hakiki)
4.0
4.0
Picha ya Mtumiaji
ML Dear Client I am an experienced machine learning and deep learning engineer. Please have a look at my profile to get an insight into the quality of my services. I have reviewed your job and ready to proceed to it; What i am planning is that you need to provide me the pairs of images RGB->RGBA and i will use the GAN to train the required models to achieve the desired goals and will train the generator and descriminator; I would rather like to go for a fixed price for this one instead of hourly, so let me know your budget and we can agree on a fixed price to proceed. Will be waiting for your response to proceed. Warm Regards Z
$33 USD ndani ya siku 40
5.0 (2 hakiki)
4.0
4.0
Picha ya Mtumiaji
Hello! My name is Alyona. I am representative of a company, which can successfully execute different projects in IT sphere, connected with machine learning, deep learning, artificial intelligence, neural networks, robotics. We are interested in taking part in this tender and can guarantee high standards. Our staff members have solid skills to work with variety of projects, play an integral role in serving Communications, Media, and Technology clients. If it can be interesting for you, please, give feedback and all necessary instructions. I will send applicants` CVs, if necessarily. Thanks in advance. I am looking forward to your response.
$22 USD ndani ya siku 40
0.0 (0 hakiki)
0.0
0.0

Kuhusu mteja

Bedera ya UNITED STATES
Phoenix, United States
0.0
0
Mwanachama tangu Apr 22, 2019

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