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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

Xem thêm: using tinymce save file, using base64 save image

Về Bên Thuê:
( 0 nhận xét ) Germany

Mã Dự Án: #14399767

26 freelancer đang chào giá trung bình €554 cho công việc này

richardnguyen46

Hello, Sir! I am very interested in your project because I have been working in this field for almost ten years and have a strong and deep knowledge and rich practical experience. If you check my profile, you can fin Thêm

€750 EUR trong 15 ngày
(42 Đánh Giá)
6.1
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
(29 Đánh Giá)
5.4
€250 EUR trong 5 ngày
(28 Đánh Giá)
4.5
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 Thêm

€750 EUR trong 30 ngày
(18 Đánh Giá)
4.9
€736 EUR trong 10 ngày
(3 Đánh Giá)
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 Thêm

€722 EUR trong 5 ngày
(2 Đánh Giá)
4.2
€555 EUR trong 10 ngày
(2 Đánh Giá)
3.8
€250 EUR trong 5 ngày
(1 Đánh Giá)
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

€250 EUR trong 10 ngày
(5 Đánh Giá)
2.8
wangjing0401

Hello, Dear! I have a lot of practical experience as an expert in this field and I am very interested in this project. I hope to discuss all the details of project with you in the near future. If you can clarify wha Thêm

€750 EUR trong 10 ngày
(1 Đánh Giá)
1.6
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 Thêm

€666 EUR trong 25 ngày
(0 Đánh Giá)
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 Thêm

€555 EUR trong 4 ngày
(0 Đánh Giá)
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 trong 15 ngày
(0 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
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
(1 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