Brain Tumor Classification with 3D CNN and Transfer Learning
Budget: ₹1,500 – ₹12,500 INR
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.
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.
Related categories:
Python
Tensorflow
Deep Learning
Deep Neural Network
Convolutional Neural Network