Medical Image Compression with Autoencoder

Closed Posted 1 month ago Paid on delivery
Closed Paid on delivery

I am in need of an image compression model implemented in Python, or by Matlab for medical datasets. The primary aim is to achieve high compression levels on MRI and CT scans while maintaining diagnostic quality.

Key Requirements:

- High Compression Rate: We are prioritizing a small file size to allow for efficient storage and transfer of image data.

- Image Quality: The final compressed images should retain a high level of visual quality, critical for accurate medical diagnosis.

- Dataset Expertise: This project is focused on MRI scans and CT scans. Any experience with handling similar medical imaging datasets is a plus.

Ideal Skills and Experience:

- Strong programming skills in Python or Matlab.

- Profound understanding of image processing.

- Experience with autoencoders, particularly stacked autoencoders.

- Familiarity with medical imaging datasets, especially MRI and CT scans.

- Past work in image compression is highly desirable.


- A working image compression model that meets the outlined requirements.

- Comprehensive documentation detailing the model's architecture and usage.

- A brief tutorial on how to retrain the model on new medical imaging datasets, if required.

Please provide examples of your previous work in related fields, as well as a brief overview of your proposed approach to the project. I look forward to your bids.

Python Matlab and Mathematica Scientific Research Deep Learning Machine Learning (ML)

Project ID: #38144557

About the project

53 proposals Remote project Active 3 weeks ago

53 freelancers are bidding on average $525 for this job


I am a Python and Matlab developer with extensive experience in image processing and handling medical datasets. I have expertise in implementing autoencoders and achieving high compression rates while maintaining diagn More

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(176 Reviews)

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(142 Reviews)

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(25 Reviews)

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(48 Reviews)

Hi, My name is Seyed Amirreza, an AI expert with extensive experience in machine learning, Python, image processing and video processing. I have almost 4 years of experience in Machine Learning/Deep Learning algorithms More

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(20 Reviews)

With my deep knowledge in image processing, and years of experience in implementing machine learning algorithms, I am highly confident that I can successfully create an image compression model tailored to your unique n More

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(22 Reviews)

Hello, I'm an automation and computer science engineer , I have 7 years experience with MATLAB and Simulink , I was a researcher in Image processing doctoral laboratory where we mainly use MATLAB to program and solve a More

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(21 Reviews)

Hi How are you ? I have gone through your project requirements, I have done many similar projects and implemented many research papers related medical datasets As an expert in Data science dealing with image data l More

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(52 Reviews)

I am a skilled Python developer with expertise in image processing and deep learning. I have successfully implemented image compression models using autoencoders, similar to your project requirements. My portfolio incl More

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(1 Review)

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$250 USD in 3 days
(16 Reviews)

Hello, Thank you for this interesting job posting. As a dedicated professional with expertise in Deep Learning and Machine Learning (including Matlab and Python), I am well-suited to tackle your Medical Image Compressi More

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(11 Reviews)

CONTACT ME TO SEND U SAMPLE (((((((( Available to start working immediately )))))))) I am experienced in developing image compression models in both Python and MATLAB, particularly for medical datasets. I can help yo More

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(20 Reviews)

I will show you my recent projects related to Medical & Healthcare Image Analysis of MRI and CT scans then we will move forward. So it's surety for you to get perfect solutions from my side. Also, if you want demo-type More

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(11 Reviews)

I have over 5 years of expertise with Matlab, Simulink and reports based on the same. I also have knowledge in Image processing, Communications, Electrical Engineering and other related subjects. I can also do data an More

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(6 Reviews)

As a python developer with a wealth of experience spanning statistical programming, data visualization, machine learning and medical image analysis. I have excelled in projects that involve computer vision, pattern rec More

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I can give image compression model implemented in Python, or by Matlab for medical datasets. I am a freelancer having 7 years of experience in Python Language Development. I'm having the following skills in python: ◈ More

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(16 Reviews)

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(4 Reviews)

Hello, dear? I have checked your description carefully. -------I have my work samples to show---------- I have many experiences in Python, Machine learning, Deep learning, OpenCV, Computer Vision, Tensorflow, Data More

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(2 Reviews)