Deep Learning Brain Tumor Classification from MRI ImagesDeep Learning Brain Tumor Classification from MRI Images
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Akshat Tripathi
• Sep 28
Developed a deep learning-based brain tumor classification system using MRI images. The project applies transfer learning with pretrained CNN architectures to automatically classify brain MRI images into different tumor categories.
What I worked on
MRI image preprocessing and augmentation
Transfer learning and CNN-based classification
Model training and validation
Performance evaluation and comparison
Prediction on new MRI images
Visualization of model performance and results
Technologies
Python, TensorFlow, Keras, OpenCV, NumPy, Pandas, Matplotlib, EfficientNet, DenseNet, MobileNetV2, InceptionV3, and Xception.
This project demonstrates the application of computer vision and deep learning to medical image classification.
Data EngineeringData ScienceSoftware DevelopmentOpenCVPythonTensorFlow
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