Object identification using Keras deep learning

I need a python development that should do the following

An Training-component

should pull images to train on from a directory structure. Each directory contains pictures of one class - directory name should be class name

It should change a pretrainend model so that it is optimised for the recognition of the number of classes.

It should then save the model and weights with keras standard methods so they can be used by the identification-component

The identification-component should :

Be a webservice taking in a image and it should return top 5 propositions. (Classname and probability ) in Json.

Skills: Machine Learning, Python

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About the Employer:
( 0 reviews ) Germany

Project ID: #14399767

26 freelancers are bidding on average €554 for this job


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Hello, I will use trained inception model for your project. I have done a similar project using Tensorflow which was supposed to be run on android. It will not be a problem to use Keras. Relevant Skills and Experien More

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Hi, I am an expert in keras standard method. I can do this project perfectly. Relevant Skills and Experience My skill is Machine learning, Json, Image processing. Proposed Milestones €250 EUR - milestone

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