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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.

Kỹ năng: Machine Learning, Python

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Về Bên Thuê:
( 0 nhận xét ) Germany

Mã Dự Án: #14399767

21 freelancer đang chào giá trung bình €549 cho công việc này

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 Thêm

€555 EUR trong 10 ngày
(37 Đánh Giá)
6.0
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 Thêm

€750 EUR trong 30 ngày
(20 Đánh Giá)
5.1
€250 EUR trong 5 ngày
(31 Đánh Giá)
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 Thêm

€722 EUR trong 5 ngày
(2 Đánh Giá)
4.3
€736 EUR trong 10 ngày
(5 Đánh Giá)
4.2
€555 EUR trong 10 ngày
(2 Đánh Giá)
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 Thêm

€700 EUR trong 30 ngày
(2 Đánh Giá)
4.1
€250 EUR trong 5 ngày
(3 Đánh Giá)
4.3
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 trong 15 ngày
(1 Đánh Giá)
1.3
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 Thêm

€555 EUR trong 4 ngày
(1 Đánh Giá)
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 Thêm

€600 EUR trong 25 ngày
(0 Đánh Giá)
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 Thêm

€500 EUR trong 8 ngày
(0 Đánh Giá)
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 . Thêm

€355 EUR trong 10 ngày
(0 Đánh Giá)
0.0
€555 EUR trong 10 ngày
(0 Đánh Giá)
0.0
€500 EUR trong 10 ngày
(0 Đánh Giá)
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 Thêm

€555 EUR trong 7 ngày
(0 Đánh Giá)
0.0
€555 EUR trong 10 ngày
(1 Đánh Giá)
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. Thêm

€555 EUR trong 7 ngày
(0 Đánh Giá)
0.0
amilmef

Hi there. I am Amil. Our team get 5 software developers/engineers before 3 weeks. Relevant Skills and Experience We are digital company, and really want work with professional clinets/companies. Please message us and Thêm

€500 EUR trong 20 ngày
(0 Đánh Giá)
0.0
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.

€555 EUR trong 10 ngày
(1 Đánh Giá)
0.0