App
U-Net
DeepLab
Satellite Multispectral Analysis

Detect Water Bodies
with Precision

Upload a 12-band GeoTIFF patch and let two deep learning models — U-Net and DeepLabV3+ — segment water bodies and ensemble their predictions.

Multispectral Image
.tif · .tiff · 128 × 128 × 12 bands
Click to upload
Ground Truth optional
.png · .tif · .npy binary mask
Click to upload
Running inference on both models…
!
Segmentation Results
U-Net
U-Net segmentation mask
U-Net Prediction
✦ Best Prediction
Ensemble
Ensemble segmentation mask
Ensemble Prediction
DeepLabV3+
DeepLab segmentation mask
DeepLab Prediction
Performance Metrics Compared against ground truth mask
Model IoU F1 Score Precision Recall