Pattern Delineation

Neural Segmentation Analysis Lab

Connecting…
0.89 Dice
0.80 IoU
0.88 Precision
0.89 Recall

Pattern Generator

Analysis Output

Original Input
Press Generate & Predict
AI Segmentation Mask
Awaiting analysis

Run History

No runs yet — generate a pattern to start

Model Architecture

Attention U-Net Encoder-decoder with attention gates for focused feature extraction
31.5M Params 4 encoder levels, skip connections, batch normalization
Curriculum Training Progressive noise scaling from easy → extreme over 80 epochs
Dot-Pattern Focus Trained on synthetic blob+dot patterns with 5 noise types