Run my Keras deep learning model on Google ML Engine and serve predictions.

Cerrado Publicado hace 5 años Pagado a la entrega
Cerrado Pagado a la entrega

I am in need of developer who has experience with Python, Keras and Google ML Engine.

I have a deep learning model developed in Keras. I want to deploy it on Google ML Engine to serve predictions. I have written the code in a way that it can be deployed on Google ML Engine. The model trains alright when I run it locally using the python script but it has some issues when I use the `gcloud ml-engine train` command. The following are the issues that need to be fixed:

1. The `gcloud ml-engine local train` command to train the model locally runs but fails to install the required dependencies.

2. Currently, the model works by first downloading its training dataset to a local folder from my Google Storage Bucket and training on it. However, this makes a problem with ML engine since it doesn't have a local folder. Ideally it should get data directly on Google Storage bucket instead of downloading it locally but I am open to other suggestions on its solution.

3. I have a local script function that allows you to call predictions on the trained model. I want the serving function implementation relative to Google ML Engine so predictions can be directly from Google ML Engine deployed model.

All the documentation, README, and instructions at each step will be provided written in a full guide. I will personally also be available to answer any questions you might have.

The budget of this project is $70.

Motor de Google App Keras Machine Learning (ML) Python

Nº del proyecto: #17820112

Sobre el proyecto

10 propuestas Proyecto remoto Activo hace 5 años

10 freelancers están ofertando un promedio de $112 por este trabajo

uzairrzahid

Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machin Más

$77 USD en 2 días
(52 comentarios)
5.9
DarkKnight2206

Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.

$140 USD en 2 días
(34 comentarios)
5.6
andrewemel

Hi there, I would like to be considered for your project. I have 3+ years of experience in Python. I worked with AWS before so I can easily switch to Google ML. I'll be glad to help. Best regards, Andrew

$70 USD en 2 días
(36 comentarios)
4.9
roshanasim

I am a Machine Learning, Python developer and have professional skills in this Artificial Intelligence, Data Mining, Data Science with working experience of 4 years in it. Also i hold a degree in computer science and Más

$116 USD en 3 días
(35 comentarios)
5.2
psdhillon

I have been working as data scientist for more than 4 years during which i implemented numerous machine learning algorithms to solve varied business problems.

$155 USD en 3 días
(2 comentarios)
2.2
benjmcarr

Hi there, I have experience deploying Keras models with ML-Engine, it can be tricky at times, I know your pain. However, I'm a little confused to your end goal here, is it to set up a script which trains and deploys Más

$66 USD en 3 días
(2 comentarios)
1.3
datamachine007

Dear Hiring Manager, A pleasure to meet your acquaintance! Hi, I am Sunny I am an Independent full-time freelancer specialized in python platform and have 4+ years of experience as an in the field of data scien Más

$200 USD en 3 días
(0 comentarios)
0.0
masoodaslam

I have 2 years of experience working on machine learning and deep learning tasks. i mostly use google cloud engine for deep learning. So i have no problem in implementing your code on google cloud.

$55 USD en 3 días
(0 comentarios)
0.0