Brain Tumor Detection and Segmentation using YOLO and SAM

🎯 Training a YOLO Model + SAM2 for Brain Tumor Detection | Full Deep Learning Workflow
In this video, I guide you step-by-step through training a YOLO (You Only Look Once) model combined with SAM2 (Segment Anything Model 2) to detect and segment brain tumors in medical images. 🧠🚑

We cover:
Preparing the brain tumor dataset (data.yaml configuration)
Training the YOLO model (20 epochs, 640x640 images, GPU acceleration)
Using SAM2 for advanced image segmentation after detection
Visualizing the training results (loss curves, precision, recall, mAP)
Running inference with the best-trained model and SAM2 refinement
Discussing how detection + segmentation improves medical AI solutions

🔥 Tools Used:
YOLOv11
Segment Anything Model 2 (SAM2)
Python
Google Colab
Custom brain tumor dataset

#YOLO #DeepLearning #BrainTumorDetection #MedicalAI #MachineLearning

Видео Brain Tumor Detection and Segmentation using YOLO and SAM канала ZAIN UL AABAIDIN