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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.

Compétences : Apprentissage Automatique, Python

Voir plus : using jquery save div image, calculator java using object oriented, using ajax save xml file, small project using object oriented, power theft identification using zigbee, spoken language identification using matlab, read xml using php save mysql, using tinymce save file, using base64 save image, using vbscrip save working excel worksheet, ole object save vba access, upload images using flash save mysql, save catalog product using flash save mysql, using vbnet save trigger microsoft sql, using macro save word document access database

Concernant l'employeur :
( 0 commentaires ) Germany

N° du projet : #14399767

23 freelance ont fait une offre moyenne de 550 € pour ce travail

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 Plus

555 € EUR en 10 jours
(35 Commentaires)
5.8
aki003iitr

My profile is as follows:- 4 years of experience in data [url removed, login to view] science and analytics professional with excellent coding skills in R and Python .  - Proficient in R, Python, SQL,Matlab ; Hands on experience Plus

750 € EUR en 30 jours
(20 Commentaires)
5.1
250 € EUR en 5 jours
(30 Commentaires)
4.7
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 Plus

722 € EUR en 5 jours
(2 Commentaires)
4.2
736 € EUR en 10 jours
(3 Commentaires)
4.2
555 € EUR en 10 jours
(2 Commentaires)
3.8
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 Plus

700 € EUR en 30 jours
(2 Commentaires)
4.1
250 € EUR en 5 jours
(2 Commentaires)
3.6
srvmediaindia

I tend to deliver high quality work within the same day with negligible margin of changes from your end (this is guaranteed) Relevant Skills and Experience We have designed and developed various websites in different Plus

666 € EUR en 25 jours
(0 Commentaires)
0.0
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 Plus

555 € EUR en 4 jours
(1 Commentaire)
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 en 15 jours
(0 Commentaires)
0.0
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 Plus

600 € EUR en 25 jours
(0 Commentaires)
0.0
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 Plus

500 € EUR en 8 jours
(0 Commentaires)
0.0
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 . Plus

355 € EUR en 10 jours
(0 Commentaires)
0.0
555 € EUR en 10 jours
(0 Commentaires)
0.0
500 € EUR en 10 jours
(0 Commentaires)
0.0
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 Plus

555 € EUR en 7 jours
(0 Commentaires)
0.0
supersoft138903

Supersoft ITSolutions is registered with Ministry of Corporate affairs New Delhi, India and operates from office situated in Noida (National Capital Region). It was established in the year 2015. Relevant Skills and Ex Plus

566 € EUR en 10 jours
(0 Commentaires)
0.0
555 € EUR en 10 jours
(1 Commentaire)
0.0
michaelhopman

Hi. I’m Michael, a professional web&mobile developer. I have expertise in the skill set you need and you would be able to read that from my profile. I can give you good work and you will be satisfied from my work. Plus

555 € EUR en 7 jours
(0 Commentaires)
0.0