Brain Tumor Classification with 3D CNN and Transfer Learning

₹1500-12500 INR

Completed

Posted

12 days ago

₹1500-12500 INR

Paid on delivery

I'm looking for a skilled machine learning engineer with a background in medical image analysis to help me develop a system capable of identifying different types of brain tumors from MRI images. The primary objective of this project is to create a reliable classification system that can accurately differentiate between brain tumors (types). The project will involve the development of a 3D convolutional neural network (CNN) along with transfer learning that can process the provided MRI images effectively. Key requirements for this project include: - Extensive experience in machine learning, particularly with CNNs - Proficiency with medical image analysis, particularly with MRI images - Previous experience with brain tumor classification is highly desirable - Strong understanding of transfer learning techniques The final deliverable of this project should be a functional model that can correctly classify the tumor type with a high degree of accuracy. The model should be able to handle new MRI images and provide accurate classifications.

Deep Neural Network

Convolutional Neural Network

Tensorflow

Deep Learning

Python

Project ID: 38041602

About the project

12 proposals

Remote project

Active 11 days ago

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Awarded to:

@tadinhkien

Greetings, Thank you for considering my application for this project. As an AI Engineer and Developer with over 8+ years of experience, I bring a wealth of knowledge and expertise in the field of Deep Learning. I have carefully reviewed the project description and am eager to discuss your specific needs and requirements in more detail. My commitment is to provide dedicated support and consistent follow-up throughout the project's lifecycle. Please feel free to reach out to me to further discuss how I can contribute to the success of your project. Looking forward to the opportunity of working together. Best regards, KuroKien

₹2,500 INR in 1 day

4.9

(222 reviews)

6.6

12 freelancers are bidding on average ₹13,208 INR for this job

@sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.

₹75,000 INR in 7 days

5.0

(30 reviews)

6.5

@nrajuu07

I am writing to express my interest in your project requiring a skilled machine learning engineer with expertise in medical image analysis, particularly in the realm of MRI images for brain tumor classification. With a strong background in machine learning and extensive experience in developing convolutional neural networks (CNNs), I am confident in my ability to contribute effectively to this project.

₹8,000 INR in 7 days

4.9

(91 reviews)

6.0

@OlektraGroup

Hello, How are you? I have 6+ years experience in Machine Learning, Deep Learning and NLP. I can assist you with this project and deliver it as soon as possible. Please leave a message through chat so that we can discuss the details of the project.

₹7,000 INR in 15 days

4.9

(21 reviews)

6.0

@kazemmojtama

Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different algorithms (such as: state estimation and Kalman filter, design controller, analysis closed loop stability, signal and systems, signal processing, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim exist in the portfolio. I have read your project description and I can help you (without any plagiarism). Please send me the details of your project. Thanks for attention 100% Jobs Completed, 100% On Budget, 100% On Time ⭐⭐⭐⭐⭐ 5-star reviews

₹12,500 INR in 7 days

5.0

(4 reviews)

5.3

@glanegonsalves

Hey there Glane here. Hope you're doing well. I can help you in building 3D CNN with pre processing and data augmentation steps as mentioned in the paper to classify based on the labels. Feel free to get in touch

₹5,500 INR in 5 days

5.0

(35 reviews)

4.8

@dohuutiepuct

Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has many years of experiences in medical image processing, classification, ... using tensorflow, pytorch, ... Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.

₹7,000 INR in 7 days

4.6

(8 reviews)

4.7

@Dataunearthed

Hi , i can assist you in developing the brain tumor segmentation and classification model with accuracy as high as 99%. I have developed brain tumor segmentation and classification model using 3d brain images and normal images and designing custom models like 3d-UNET , attention with UNET, encoder models. ill go with extensive pre-processing steps and feature engineering and data transformation and developing a model which on unseen data will give higher performance. I can show you some of my recent projects as well. I have few queries like which dataset you are considering is it 3d images or 3d images like the most popular is upen-ggm and BRATS with 3d images how much accuracy and training time you are expecting from the model and whats the size of your dataset as all these influence computational cost and performance.

₹7,000 INR in 7 days

5.0

(1 review)

2.6

@hasanudoy

Hello, I am familiar with the transfer learning model likes, vgg6, vgg19, resnet, densenet, imagenet etc. For tumor data it can be classified and also segmented with suitable data. I have necessary data preprocessing knowledge and machine learning experience using python. I am very much familiar with python libraries like pandas, numpy, Scikit-learn, seaborn, scipy, tensor flow, keras, pytorch, matplotlib etc. I have done regression analysis, time series analysis, bio medical signal analysis, image processing, classification, segmentation etc. Let's discuss about your projects on chat for more details.

₹6,000 INR in 3 days

4.6

(3 reviews)

2.3

@sawerababar65

With a specialized focus in medical image analysis, I have extensive experience in the development of classification models for complex datasets, making me an ideal candidate for this project. My proficiency and expertise with Python and machine learning - particularly CNNs - enable me to effectively process MRI images and identify the different tumor types. What sets me apart is my deep understanding of transfer learning techniques that are often critical in medical imaging applications. With this knowledge, I can ensure your model is not only accurate but also robust enough to handle new MRI images seamlessly. As a result, you can have confidence in the final deliverable being a highly reliable classifier that meets your needs. I will be available for any further assistance or clarifications even after delivery. Given our common goal of developing a brain tumor classification system that can contribute to saving lives, I'm eager to collaborate with you on this project. Let's get started!

₹8,000 INR in 7 days