AIDeep Learning
Brain Tumor Detection — Deep Learning Classification
CNN-based brain tumor classification model trained on MRI images — achieved high accuracy distinguishing tumor types using transfer learning with ResNet50.
Role: ML DeveloperPeriod: 2023
Deep learning project for classifying brain tumors from MRI images. Uses transfer learning with ResNet50 fine-tuned on a medical imaging dataset. Implements data augmentation, class balancing, and Grad-CAM visualizations for model interpretability. Built with TensorFlow/Keras and includes a Streamlit demo interface for uploading and classifying MRI scans.