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Turn my existing ANN into a flask app (for which I already have a template)

$30-250 USD

Completed
Posted almost 4 years ago

$30-250 USD

Paid on delivery
This should be very simple for someone who knows what they're doing. I already have my ML model build, I have the data csv for it and I already have a template for the flask app I'd like to use from Github. I'm just struggling to pickle the Keras model. I don't think you can do that, so I tried saving the model as JSON and then saving the weights as .h5. Anyway, I couldn't get it to work with the flask app which was expecting a pickle file to function correctly. I have included the files in the zip. The example flask app has three input features and my model has 15, so I'd need the flask app to reflect that obviously. Like I said, this should be a very quick job for someone who knows what they're doing. Thanks!
Project ID: 25822307

About the project

8 proposals
Remote project
Active 4 yrs ago

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I am very good with Flask. I am an experienced Data Scientist and Machine Learning Engineer. Data Visualization, NLP, Deep learning, Artificial intelligence, machine learning, Data structures, and algorithms are my major fields. I finished specializations on Data Science, Machine learning, Deep neural Network, Convolution NN, Recurrent NN, Tuning Hyper Parameter .this project will well fit for me. I have won the 2nd runners up award in Sri Lanka Biggest Data Science Competition. I am very fluent with python and did a lot of data science and ml project. So I am familiar with these related libraries such as matplotlib, seaborn, pandas, numpy, sikit-learn, Keras, TensorFlow, spark etc .
$130 USD in 2 days
5.0 (50 reviews)
5.2
5.2
8 freelancers are bidding on average $133 USD for this job
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***Flask web app with deep learning project in portfolio*** Hi. I am a deep learning expert with experience of 5+ years. I have done similar project "Image colorisation" in which I intergrated the model to a flask app. I can complete your task within 2 days. Message me to discuss the details. Thanks
$120 USD in 1 day
5.0 (30 reviews)
5.1
5.1
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Hello, I am really interested in your project. Especially I have rich experience in C/C++, Python, Machine Learning Algorithm. If you need, I can show you my previous work. I can work full time in your time zone and I am sure that I can satisfy your requirements with my skill and experience. I want to discuss any details over chat. Best Regards. Skills: Python, C/C++, Java, C#, ML, Web Scraping, Flask
$120 USD in 2 days
5.0 (29 reviews)
4.9
4.9
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hi, i have used flask for multiple projects. i think i can help you out. check out my profile for any inquiry. let me know if you are interested. thanks in advance.
$75 USD in 4 days
4.9 (26 reviews)
4.5
4.5
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Dear Employer, I have read the project details and confident to work on existing ANN into flask app I have extensive knowledge on Python JSON Flask Kindly message me so that we can discuss more about the work. Regards Lucky
$200 USD in 2 days
5.0 (15 reviews)
3.7
3.7
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Hello I have full experience of python flask If you award me i will do my best for you and you can get good result I want to discuss and work with you Please chat with me Thanks
$140 USD in 4 days
5.0 (5 reviews)
3.2
3.2
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Hi there! I'm a full stack software engineer, with over 5+ years experience dealing with the different programming languages, and I can help you to work on this project since previously I have been working on the same projects for different clients on both backend and frontend, and this can be worked on less than 2 days. I understand how annoying it is and can get this fixed for you quickly! Android NodeJs (ExpressJs)- Tests mocha & semistandard Web scraping (Python & NodeJS) Javascript,JQuery, Ajax, HTML & HTML5,CSS,Wordpress etc Python and PostgreSQL programmer (Flask framework, alembic,flask-sqlalchemy, nose tests) Spring boot, spring cloud ,spring reactive, spring security (basic auth & OAuth 2.0) and reactive tests (My Base for Rest APIs) JUnit & Mockito Hibernate AWS SERVICES LIKE CF, RDS, SQS, Secret manager , s3 bucket etc Azure Flyway Docker Jenkins PHP-Native & Code-ignitor Python (Spider)-recommender systems (My master project) JAVAFX -gluon javafx, maven , jfoenix etc (My base for desktop applications) Database expert mysql, oracle, sql server, dynamo db, cosmos db , sqlite , PostgreSQL Oracle forms and reports phonegap apache hadoop (MapReduce) IReport
$140 USD in 7 days
4.9 (4 reviews)
2.2
2.2
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Have you debugged the Flask app and got the exact error message? Its much easier if we know what is the error Flask app is throwing. I would be able to help you on this and get it work. I've some experience on Keras stuff even though I'm not a AI/ML expert. But I'm a python flask expert though and would be able to get it work. It may not be simple, as we need to first isolate what is going wrong, then find solution. It could be that something is going wrong in the Keras pickling, as many of these stuff have strict dependency requirements, meaning things will break even if there is a minor version change in libraries. It could also be that some internal library that Keras uses a Data Structure but doesn't provide a proper pickling feature. In such case we should do the pickling part ourself. Please ping me to discuss further.
$140 USD in 7 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of FRANCE
Moncrabeau, France
5.0
10
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Member since Feb 16, 2014

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