Object identification using Keras deep learning

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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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Project ID: #14399767

28 freelancers are bidding on average €552 for this job

richardnguyen46

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aki003iitr

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anupkelkar02

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tarunwadhwa85

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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3.2
lingung525

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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2.8
wangjing0401

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1.6
radubogdanene

Keras is interface for tensorflow and another neural network software . I prefer to work in python through to tensorflow (from google ).If you want we can talk . Relevant Skills and Experience Details about my skills More

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RaylanAI

Currently, I am pursuing my MS in the field of image processing and machine learning in USA. I have also worked as an intern at IIT DELHI for 6 months for projects in the same field. I have worked on many projects li More

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songblue

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skilldev

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naveendurai

Image recognition and object detection with boundaries are my favorites. You can trust me. Still can't.? You can even interview me before handing over the project. Am cool with it too.

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russlanramdowar

I have worked on a similar project using Convolutional Neural Nets and Tensorflow. Have my own GPU access Relevant Skills and Experience Python, Machine Learning, Tensorflow, Keras Stay tuned, I'm is still working o More

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srvmediaindia

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srivishnukumark

Dear Employer I have worked on a similar project. I have used the pre trained vgg16 model and modified it for my own personal use. I believe doing the same will help your project as well. I am well versed with keras a More

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chyconsl

Hi, Can we discuss the project further? I have done similar project and understood the project outline. Please give me a chance. A trial will convince you. Looking forward to work with you.

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