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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.

Færdigheder: Maskinoplæring, Python

Se mere: using tinymce save file, using base64 save image

Om arbejdsgiveren:
( 0 bedømmelser ) Germany

Projekt-ID: #14399767

24 freelancere byder i gennemsnit €537 for dette job

anupkelkar02

I am expert in python for Web scraping , API integration , Odoo ERP customization and lexical analysis. Relevant Skills and Experience Also a good hand in web application designing using django and flask. I am a Oracl Mere

€555 EUR in 10 dage
(29 bedømmelser)
5.5
aki003iitr

My profile is as follows:- 4 years of experience in data science.Data science and analytics professional with excellent coding skills in R and Python .  - Proficient in R, Python, SQL,Matlab ; Hands on experience Mere

€750 EUR in 30 dage
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5.1
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4.5
€736 EUR in 10 dage
(3 bedømmelser)
4.2
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 Mere

€722 EUR in 5 dage
(2 bedømmelser)
4.3
€555 EUR in 10 dage
(2 bedømmelser)
3.8
€250 EUR in 5 dage
(2 bedømmelser)
3.6
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

€250 EUR in 10 dage
(5 bedømmelser)
2.8
skilldev

Hello Sir, Thanks for project posting. We are an Indian based technical company. We have checked your complete requirement and have some query. So please message us to discuss on it. Relevant Skills and Experience . Mere

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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 Mere

€555 EUR in 4 dage
(0 bedømmelser)
0.0
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.

€555 EUR in 15 dage
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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 Mere

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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 Mere

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songblue

I have already read your job post in carefully and understood it well. Relevant Skills and Experience I have good and full experiences on mathematics and algorithm, computation, numerical and statistics analysis, digi Mere

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rishikksh20

I have expertise in predictive modelling, Computer Vision and Deep Learning I can build pipeline which use pretrained model or build CNN model and trained it with new dataset for identification task Relevant Skills a Mere

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supersoft138903

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