Brain MRI Images for Brain Tumor Detection
In modern medicine, neuroimaging provides an essential tool for physicians to diagnose intracranial injuries or diseases, such as tumors. Computer vision/ML models can be trained to assist medics and radiologists in analyzing patients' scans and their use is becoming more and more widespread. Using fastai we show how to train a convolutional neural network which can identify the presence of a tumor in a brain scan with an accuracy of over 99%.
Library that we needed : pip install -U scikit-learn pip install tensorflow pip install numpy pip install pandas pip install opencv-python pip install matplotlib pip install pytest-shutil
Data https://www.kaggle.com/navoneel/brain-mri-images-for-brain-tumor-detection
Result
