SKILL → PROJECT → RESULT

Skills, with the evidence.

Explore the connections between technologies, projects and results. Studied concepts remain identified as such.

Explore the evidenceSKILL → PROJECT

Computer VisionSKILL

0.8180 Average DiceProject evaluation, mean across WT / TC / ET. Reference epoch: 22.

81.25% Validation accuracy, epoch 8Validation subset of only 16 images.

Every skill leads to a documented project.

Selected skill: Computer Vision

BrainSeg AI / PneumoScan AI

AI

Project / experience

Tumor segmentation

0.8180 Average Dice
Project evaluation, mean across WT / TC / ET. Reference epoch: 22.

X-ray classification

81.25% Validation accuracy, epoch 8
Validation subset of only 16 images.