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.

Taidot: Kuvantaminen, Python, Ohjelmistokehitys

Näytä lisää: kaggle competition, deep learning radiology, 3d u net github, deep-learning tensorflow, Deep learning,Image processing, matlab medical image jobs india, matlab medical image algorithm, matlab code calculating high gradient edges medical image, edge detection medical image matlab, job medical image processing matlab, expertise medical image processing registration pattern recognition, expertise medical image processing, dicom viewer medical image php mysql, php medical image programs, medical image viewer flash

Tietoa työnantajasta:
( 0 arvostelua ) United States

Projektin tunnus: #14819928

12 freelanceria on tarjonnut keskimäärin 187 $ tähän työhön


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 Lisää

277 $ USD 7 päivässä
(18 arvostelua)

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 Lisää

247 $ USD 10 päivässä
(15 arvostelua)

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

200 $ USD 3 päivässä
(11 arvostelua)

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 Lisää

155 $ USD 3 päivässä
(1 arvostelu)
155 $ USD 1 päivässä
(2 arvostelua)

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 Lisää

100 $ USD 30 päivässä
(5 arvostelua)

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249 $ USD 15 päivässä
(2 arvostelua)
155 $ USD 1 päivässä
(0 arvostelua)

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 Lisää

155 $ USD 3 päivässä
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133 $ USD 7 päivässä
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144 $ USD 3 päivässä
(0 arvostelua)

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 Lisää

277 $ USD 15 päivässä
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