/ResNet50-VGG16-MRI_Tumor_Classification

A attempt at classifying MRI images. Further additions once i get the time or maybe a idea.

Primary LanguageJupyter Notebook

ResNet50-VGG16-MRI_Tumor_Classification

Link of the Dataset: https://www.kaggle.com/datasets/denizkavi1/brain-tumor/code?datasetId=1454010

A completely implemented pipeline of multiclass image classification using PyTorch, and Tensorflow. Models Used were ResNet50 and Vgg16.

TO-DO

  • Play with contrast
  • Image segmentation
  • Use No-Code Softwares like Robo Flow

    • An explanation of the implementation pipeline can be found at https://towardsdatascience.com/end-to-end-pipeline-for-setting-up-multiclass-image-classification-for-data-scientists-2e051081d41c.