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
BrainSeg AITumor segmentation
0.8180 Average DiceProject evaluation, mean across WT / TC / ET. Reference epoch: 22.
PneumoScan AIX-ray classification
81.25% Validation accuracy, epoch 8Validation subset of only 16 images.
Every skill leads to a documented project.
Selected skill: PyTorch

BrainSeg AI

All skills ↗

AI

PyTorch

Project / experience
BrainSeg AI ↗

Attention U-Net / BraTS 2020

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

Data

Engineering