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Medical image Deep Learning in Tensorflow

I need an expert in Tensorflow and deep learning to implement the idea in the attached figure in Tensorflow. I have access to the data (RGB images, magnitude images, phase images, and the 5-fold text files with path to the images). You will need to convert the data to a format usable by Tensorflow (preferably TFrecords) and setup the network architecture in Tensorflow and train and test the network. I have done some preliminary work and I can share my code with you. It should be straightforward if you are an expert in Tensorflow and know how to deal with large size data (120*120*107) with a batch size of 100. I am setting up a maximum $250 budget for this. I am expecting you can finish this in less that 2 weeks. I am somehow flexible with the time. Thanks!

Please mention your accurate estimate of the time and price. You will not be able to finish this project in less than 5 days. Also, you need to have good experience and understanding of deep learning. You will need to train the network on our own images. It might need preprocessing, fine tuning, etc. You need to have hands-on experience with training deep neural networks and dealing with large size data. The deliverable are the trained network (snapshots and final), code (from converting the images to TFRecords to reading the data to network architecture to saving the network states to train, validation and test, etc.), and converted data, etc.

Habilidades: Imagem, Python, Desenvolvimento de Software

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Acerca do Empregador:
( 0 comentários ) United States

ID do Projeto: #14819928

14 freelancers estão ofertando em média $179 para este trabalho

iitmshanker

Hey, Already have done image classification for dates using tensorflow. Relevant Skills and Experience python, tensorflow, pandas, numpy, sklearn, opencv Proposed Milestones $100 USD - rough delivery $177 USD - final Mais

$277 USD in 7 dias
(18 Comentários)
5.1
aki003iitr

My profile is as follows:- 4 years of experience in data [url removed, login to view] science and analytics professional with excellent coding skills in R and Python .  - Proficient in R, Python, SQL,Matlab ; Hands on experience Mais

$247 USD in 10 dias
(14 Comentários)
4.9
richardnguyen46

-----------------------------Professional Python Developer! Best Result in Time!------------------------------ Relevant Skills and Experience Dear sir. I read your project description very carefully. I've really rich Mais

$200 USD in 3 dias
(11 Comentários)
4.9
ZawnTechnologies

Hello, I propose to complete your project with perfection right on time. Review and use the available description and resources in order to complete this project. Relevant Skills and Experience Please provide us with Mais

$155 USD in 3 dias
(1 Comentário)
4.3
tienmen111

Dear I am a professional in Computr science.. I am sure I can do it We can discuss in more details over chat. thanks best regards Stay tuned, I'm still working on this proposal.

$100 USD in 3 dias
(5 Comentários)
3.5
ameurbennaoui

A proposal has not yet been provided

$249 USD in 15 dias
(2 Comentários)
2.8
hamzaisb

i am a python developer and i did develop many project in python and i use machine learning libraries to build intelligent applications like keras, TensorFlow and Scikit learn and graph lab in python Relevant Skills a Mais

$100 USD in 30 dias
(3 Comentários)
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(1 Comentário)
0.0
sajeel93

Hello! can you show me you existing site or design ? Can we discuss now here ? Skills: 1-Photoshop CC 2-Coral Draw, illustrator, Inpage 3-Web Designing, Graphic Designing Relevant Skills and Experience Hello! can you Mais

$155 USD in 3 dias
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RRSS887

We have a team that has been working on TensorFlow. If you are OK, we can do the project together perfectly Relevant Skills and Experience Python, Machine Learning, Deep Learning, Spark Proposed Milestones $277 USD Mais

$277 USD in 15 dias
(0 Comentários)
0.0