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Image analysis web application (Python)

[Purpose] the development of the microscope for image analysis Web application

I would like to ask an additional modification and development of the microscope for image analysis single Web application.

There are three broadly divided into.

①, insertion, construction and display of the image

② processing and measurement of image

③ learning function, deep learning function

With respect to ①

bioformats each metadata using (OME-server is not used)

Automatic selection of the Vessel

Automatic string pickled Vessel hole (column, row)

Channel automatic string pickled (overlay display)

Automatic string pickled of the objective lens

Automatic string pickled Z stack

Automatic string pickled timeline

In addition, since there is a case that has been described in the file name, automatic string pickled in string pickled Similarly here also be set in a semi-automatic

Display tiled images with openseadragon, bioformats and with reference to Qupath, because the data is heavy, display it in layers like googleMap

Tile to be displayed must be consolidated, implementation of Stichng functions and paste recognize the pattern of the ladder of image

Combination of tile connection order Vertical / horizontal / horizontal / horizontal / vertical / vertical / cow descending order, spiral (2nd sheet requires vertical / horizontal selection)

Setting the number of rows and columns for the number of sheets

Set of XY of the gap

Setting the overlap pixel region of the% set-XY pattern matching pattern matching

Shading correction

White balance Black balance setting

Edge adsorption

Combined without adsorption set

3D display and extraction

Display and extraction of the time line

Maintenance of the bit number

bioformats download page

[login to view URL]

To see also [login to view URL] for python bridge of bioformats

②, with respect to the ③

2D and 3D file item of implementation: openCV, openGL, accompanying github

(Refer to the functioniist tab for binarization, emphasis, averaging, 2D / 3D deconvolution, simple deconvolution, digital differential interference contrast, digital phase contrast, focus composition, separation, homogenization, subtraction, calculation, etc.)

Acquisition of implementation and measurement data of the measurement

Implementation of machine learning function

Implementation of deep learning function

About 1 implementation of deep learning function library (see Aplication tab)

Functionally string pickled image is OMEO, CellProfiler, image filter processing and analysis and machine learning ImagePro10, Imjoy, deep learning is here and requested if you could imagine the TensorFlow (such as free public library of breast cancer Ki67) It is something that is I think I can understand.

In addition to Ki67, the library is implemented with data on Her2, HE, comet assay, drug efficacy, cell cycle, cytotoxicity, wafer inspection, winding, colocarization, and cell localization.

Plus I attach the documentation because it is more professional with respect to implementation and construction of the image.

Excel priority of the file of the O column SS and S, and will be content that A is to ask this time.

Link of explanatory material: [login to view URL]

Link destination of data created halfway: [login to view URL]

It will be in specialized areas you need variety investigate on your own.

After check attachments carefully, please apply from trying to advance, especially for bioformats.

Start your proposal with "Bioformats".

Also let me know your experiences and your weekly or monthly rate.

Regards

Habilidades: Python, Image Processing, Machine Learning (ML), Vue.js, OpenCV

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Acerca do Empregador:
( 0 comentários ) Los Angeles, United States

ID do Projeto: #28950102

12 freelancers estão ofertando em média $699 nesse trabalho

(34 Comentários)
4.9
Darvida

Hello, I have a Master of Science degree in engineering, with the master in Bioinformatics from Umeå University in Sweden. I have done multiple machine learning and deep learning projects, for plant phenotypic predicti Mais

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4.2
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ernestpapyan

Image analysis web application (Python) Hello, How are you today? I am interested in your project. I have read your proposal and I am confident. I am ready to start just now. I have rich experience in python and django Mais

$500 USD in 7 dias
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4.3
alnabritenkova

I have experience in 5 years experience in in python. I have good experience in image analysis web application. I read the description of project carefully. I want to discuss about the project more. If you award me, I Mais

$250 USD in 3 dias
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4.1
ExpertSoul

Hello, I've complete MS Software Engineering. I've 5-Year experience in Core Python development. My Core Skills are Machine Learning and AI - Deep Learning - Tensorflow - Pytorch - OpenCV - Deep Learning - Data Analy Mais

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3.8
merinsinha

Hi i am an Senior Python , Machine learning , image analysis Expert. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the be Mais

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3.5
jackiedev00

Hello. I read the post and I think very much I am the most qualified developer for this project. [login to view URL] Looking forward to your reply for further discussion. Thanks. Jackie.

$450 USD in 2 dias
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2.5
sajjadtaghvaeifr

Hi, I hope you are doing fine. I have done many image processing and video processing projects in Matlab, Python, JAVA, etc. My PhD thesis was also visual analysis of human motion. I have also published several journal Mais

$500 USD in 7 dias
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spectrics22

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jain206542

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AbhishekVid

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$500 USD in 7 dias
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