Migrate python tensorflow project to tenserflow serving server

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Hi,

I have a python script that uses tensorflow to extract a transparent png from an image (which is a video frame).

The ML model is all working as expected.

What I need is to create a tensorflow serving server so I can pass the image into the server and get the transparent image back.

It is just one image, and i'm currently using the cpu version of tensorflow as I dont need realtime data.

Currently, the script runs locally and pulls in a 250mb model file each time it is executed. As this script will be used at any time by my users, having the script called each time I need to inference an image is just not feasible.

So having a machine dedicated to inference my model and send over the result to the client is a requirement.

The work will be done in a dev env, and I will require a simple text file of step by step instructions on how I deploy this to my prd env.

If anyone has experience in doing this then please send me a message.

Python Tensorflow Keras Machine Learning (ML)

ID Projek: #29878753

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16 cadangan Projek jarak jauh Aktif 2 tahun lepas

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Zaiyan

Hello, I can deploy your model on a digitalocean droplet instance so that it will run continuously and we can create a mechanism to send the result to your client automatically using REST API. I'm available for work n Lagi

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AzzkaNoor

Hello. You're seeing this bid from a knowledgeable ML developer who has 5 years of Machine Learning experience. I'm happy to inform you that your project fall under my expertise. I have developed numerous scalable, sec Lagi

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umg536

Hi there, I'm bidding on your project "Migrate python tensorflow project to tenserflow serving server" I am a data scientist and Being an expert machine learning and artificial intelligence I can do this project for y Lagi

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saubhagyamweb

***Migrate python TensorFlow project to TensorFlow serving server*** Hello there! Sure, I can help you out with creating a TensorFlow serving server so you can pass the image into the server and get the transparent i Lagi

£500 GBP dalam 7 hari
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AwaisChaudhry

Hi there, I have read the brief details on the job listing. You can check my experience, customer feed backs and my portfolio here: https://www.freelancer.com/u/AwaisChaudhry I believe its a doable job I have great ex Lagi

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liveexperts123

Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the Lagi

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merinsinha

I can migrate it. Hi i am an Senior Python ML , Tensorflow Expert. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best Lagi

£556 GBP dalam 12 hari
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ran021268

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engrhassanwali

I have 11 years of experience in C/Machine language/Matlab/Python, Algorithm Simulation programming, software Architecture, Deep Learning, Artificial Intelligence, and Django I am sure I can do it. You will get the bes Lagi

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unit45host

Hi, there. I am good at Python and Tensorflow. I can help you with this project. Could we have more discussion? Best regards, Zoltan

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ayesha0124

Hey there, I have done alot of work in my freelancing career. I am waiting for a positive response from your side. And I have read your requirements as well. I have 5 years of working experience in web technologies. Lagi

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nfnTV

Hi, Dear Sir! I've seriously read your post and I have understood what you need. I am sure that I can be the best candidate who can perfectly complete your project Migrate python tensorflow project to tenserflow servin Lagi

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AghasiDokhoyan

I am really interested in this kind of project and I am sure that I can handle it because I met this kind of problems before and successfully completed them

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