Reduanul1997/brain-tumor-thesis-checkpoints

Brain Tumor Baseline Model

This repository contains the baseline PyTorch model checkpoint for the brain tumor segmentation research project.

Model

Model type: Baseline

Training Verification

Training samples: 295 Validation samples: 74

Verification training:

• Epochs: 1
• Training loss: 0.7341
• Validation loss: 0.694478

Checkpoints

The repository contains:

• checkpoints/baseline_latest_checkpoint.pth
• checkpoints/best_baseline_verification.pth

The checkpoints are saved in structured PyTorch format.

Framework

PyTorch

Purpose

This model is part of a research pipeline for brain tumor segmentation and later comparison with teacher, knowledge distillation student, and scratch student models.