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Develop Azure function app to calculate tensorflow 2 object detection inference

An Azure function app (httptrigger) has to be developed to calculate images with a given model for object detection (tensorflow 2).

Requirements concerning environment

- Python 3.7.4 has to be used

- tensorflow 2.4.1 has to be used

- use Linux for Azure function app

- You have to use your own Azure environment (no access can be given to my Auzere environment)

On my local machine, everything is working fine on my Windows PC.

The aim is that I can deploy and run such an Azure function. Source code has to be delivered and maybe help has to be given in setting up the function app. (Actually I deployed many function apps already.)

Description of files

====================

Program files:

[login to view URL] - main python file which is called to run this sample (python .\[login to view URL])

[login to view URL] - doing the real job, load model, calc image

[login to view URL] - just to do some output (not really helpful here)

Input data:

saved_model - directory with the model

[login to view URL] - test image used in [login to view URL]

Output data (after running python .\[login to view URL])):

[login to view URL] - result image after running of [login to view URL]

[login to view URL] - result data after running of [login to view URL]

[login to view URL] - output console after run of

General info:

[login to view URL] - my local installation

[login to view URL] - my python version

[login to view URL] - this file

A zip file with all files and the model (!) can be downloaded here:

[login to view URL]

Evner: Microsoft Azure, Tensorflow, Python

Om klienten:
( 21 bedømmelser ) Tübingen, Germany

Projekt ID: #34027616

Tildelt til:

MahnoorSolangi

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18 freelancere byder i gennemsnit €216 timen for dette job

saubhagyamweb

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datascientist90

I can build an azure function app that calculates images with a given model for object detection

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techplusintl

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