Completed

Deel learning Classifier using convolutional layers, for xray images in Python using Tensorflow 2.x, Keras and Tensorboard

To code a classifier in Python using Tensorflow 2.x, Keras, and Tensorboard to train and classify a set of xray images with two labels only.

Please note:

The delivered source code must be clearly commented

The delivered source code must be in functions.

All functions must be small and parameterized.

No loose code in the main function

Only function calls are allowed

Functions must be simple and well commented.

No large functions.

Each function must be small and simple and does simple task

Related functions are in separate files.

Main file has only one function which is the main function

Please note only when I test the delivered code successfully I will release milestones.

The training accuracy must reach 98% or better, the test accuarcy must reach 90% or better. Training samples will be provided.

You will not ask for the release of the milestone until I finish testing which may take a week or two weeks. As I want to make sure the delivered code is robust and stable and pass testing.

The code must run in Windows Environment.

complete in 10 days or less

teach me about

colab

transfer learning

gpu

Resnet

Two milestones will be reated:

First milestone after the delivery of the complete project.

Second milestone on the successfull testing of the project and meeting all requirements.

Skills: Python, Machine Learning (ML), Tensorflow

About the Employer:
( 3 reviews ) Oxford, United Kingdom

Project ID: #24698835

Awarded to:

softbox06

Interested in your [login to view URL] bid is negotiable and we can talk about the price. now i am currently working on histopathological images to classify cancer in image slides(tissues cancer identification) . i have experi More

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49 freelancers are bidding on average £1100 for this job

artkulak

Hello! I do only ML/DS projects, have a vast experience in building Deep learning/ML models. I have built RNNs, Recommenders,dealt with classification and regression tasks. Speaking of your task, I have worked as Data More

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kamalchhirang

Hey, I have created 100+ Deep learning classifier, many of them in Tensorflow 2.x. I understood your requirements. I will try to keep the code simple, understandable & good. Accuracy depends on the type of dataset. More

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Kromel

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(32 Reviews)
5.6
AwaisChaudhry

Hi, How are you? Upon reading brief details I believe its a doable job I have great experience doing projects with Machine Learning (ML), Python and Tensorflow. I am confident about getting this done. While I believe w More

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(4 Reviews)
5.6
shivampanchal

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Rahulllkumarrr

Hi, Please share the example of data set on which we have to work on. We will use best possible deep learning techniques to improve the training and testing accuracy result. Accuracy seems possible but can't be guarant More

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mostshalaby

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unix515

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MohammedSulhi

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safdar968

Hy, I can effectively do X-Ray image classification using the mentioned software stack and libraries. I am an experienced Python programmer with 4 years of experience. Currently, I am working as a Machine Learning Engi More

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kirilnberezebko

Hi . I am a senior python developer with 6+ years of experience. I have worked on several similar machine learning projects using tensor flow and can deliver quality result to tight deadlines. You can see an example of More

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trustworthy0

Hello. As a proficient Deep Learning developer, with rich experience in Image Processing using CNN and R-CNN, I am confident I can help you to do this project in a timely fashion manner and of your satisfaction. My adv More

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priyas171

Hi, Greetings!! We have huge experience of working in Python, Machine Learning and tensorflow. Please chat with us so that we can discuss further Looking forward to your response Thanks & Regards, Deepika

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darrel131191

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sharmin283

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jvalenzuelavega

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OlektraGroup

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larryleung743

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