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Build a machine learning pipeline for radiology studies on Google cloud using CloudML

Hello

We are looking for an Senior Machine Learning developer with 5 + years of expeirnce.

Description:

Objective:

Build a scalable machine learning pipeline to train machine learning models on radiology images on Google Cloud

Summary:

I need to run some experiments and would like someone to build the machine learning pipeline to train a 3D CNN model. The pipeline would use CT images stored on GCS (as individual dicom files), labels, do preprocessing/conversion (likely to png), and then train a 3D CNN CloudML model using the different examples.

A good example is this codelab published by Google cloud:

[login to view URL]

Their proposed pipeline is GCS -> Dataflow -> CloudML but I'm open to other suggestions.

Deliverable:

A functioning, scalable pipeline to train a 3D CNN model from whole stack CT images.

Taidot: Google Cloud Platform, Machine Learning (ML), Python, Tensorflow

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Tietoa työnantajasta:
( 0 arvostelua ) Latvia

Projektin tunnus: #19641130

19 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_18% %project_currencyDetails_sign_sub_19%/tunti tähän työhön

peng72083

Hello, how are you? I'm a senior machine learning developer and I have rich experience in this field. I'm familiar with Google Cloud image processing apis, infrastructure like Appengine, Computer Engine, BigQuery etc Lisää

€18 EUR / tunti
(26 arvostelua)
6.4
uzairrzahid

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 Lisää

€18 EUR / tunti
(43 arvostelua)
5.8
abhilashtv

Hi, ➲ 10+ years of full-time experience in Python / Django with 50,000+ Upwork hours billed and 50+ successful Python projects ➲ Upwork Top 10 Certification for Python and Django ➲ Guaranteed Results Policy: Pay onl Lisää

€16 EUR / tunti
(13 arvostelua)
5.5
jonathangenty31

Hello sir. As a machine learning and deep learning expert, I'm glad to see your project. If you check my profile, you can see I have deep knowledge in machine learning and deep learning algorithms. I also have finished Lisää

€30 EUR / tunti
(20 arvostelua)
5.2
vorasiddh4it

We have 11+ years of experience in software development. We have developed 400+ projects and the research paper in the field of Machine Learning, Artificial Intelligence and Image processing (GIS), Network, SEO based W Lisää

€20 EUR / tunti
(8 arvostelua)
4.2
milton06de

Dear sir I am a computer vision researcher. I previously worked with medical images to detect brain tumour and skin lesion. Please, check [login to view URL] for my projects . I have also exoerience in aws and cloudml. Lisää

€15 EUR / tunti
(6 arvostelua)
3.7
psdhillon

Hi Why not to hire a team of Data Evangelists at the cost of one? I am co-founder of Data Science firm called DataToBiz- an AI consulting services firm helping businesses to solve their problems using custom made AI & Lisää

€30 EUR / tunti
(2 arvostelua)
2.2
manugovind

I have 5 years of experience in machine learning. I had done several projects in medical image processing. [login to view URL] The above links have some of my projects in CNN in medical image processin Lisää

€18 EUR / tunti
(1 arvostelu)
0.0
armandjr

Hi I have a Master in Data Science and I have experience, I can do this job without any problem My profile: [login to view URL]

€13 EUR / tunti
(0 arvostelua)
0.0
arkml2017

apart from several years of ML experience I have also worked on a radiology data set for pneumonia and can definitely help you in your endeavor. please connect with me if you want to learn more about the pneumonia work Lisää

€17 EUR / tunti
(0 arvostelua)
0.0
mebinmathew1982

Dear Sir/Madam, We are a team of developers who are much intrested in doing this project. we have done similar type of project for pneumonia detection, abnormal heart beat detection. now we are doing a project in dete Lisää

€20 EUR / tunti
(0 arvostelua)
0.0
santoshm143

Hi Will you please share the website URL here? Can we do quick chat right now so that we can discuss the project briefly? I have more than 8 years experience. I have made many websites using wordpress, Magento, Lisää

€16 EUR / tunti
(0 arvostelua)
0.0
murtaza1122

Hi I have been doing deep learning and python development since 2017. I have experienced several state of the art models like inception, vgg, resnet and densenet. Lets discuss

€20 EUR / tunti
(0 arvostelua)
0.0
hisairnessag3

I solve problems in everything from computer vision to deep reinforcement learning applied to algorithmic trading. Currently writing a paper on predicting the outcome of sporting events using artificial neural networks Lisää

€33 EUR / tunti
(0 arvostelua)
0.0
snehpandya

Hey, Google Cloud Expert here, • Expertise in information and integration architecture and technologies Migration of infrastructure, data and applications out of legacy data centers into cloud and hybrid environments Lisää

€40 EUR / tunti
(0 arvostelua)
0.0
wahassan

Hi, I have experience in creating machine learning pipeline and interested in working with you. My website, [login to view URL] Let's connect! Thanks Wajid

€16 EUR / tunti
(0 arvostelua)
0.0
vikasp007

I've 7+ years of experience in Web Development/Web design , Mobile App Development(IOS/android), Graphic design, Logo Design Business Cards & Stationery, Flyers & Brochures, Packaging Design, Web & Mobile Design, Soci Lisää

€16 EUR / tunti
(0 arvostelua)
0.0
MElizabethp

Hello my name is Maria, I would like to work in this project, I’m an engineer with plenty of experience working with Google Cloud Platform, Machine Learning (ML), Python, Tensorflow , I have made many Machine Learning Lisää

€16 EUR / tunti
(0 arvostelua)
0.0
nataliyapetelina

I represent a team of talented and experienced machine learning engineers, data scientists and computer vision specialists. All of them have solid skills to work with variety of projects. We can help you with your proj Lisää

€15 EUR / tunti
(0 arvostelua)
0.0