SSI / Spectral-Spatial Interpretation

Which channels matter, and where?

Loading samples…
Grid size
Permutations
Advanced
Preparing original model and input…

(a) Image

Original six-band satellite image shown with red, green and blue reflectance bands

(b) Ground Truth

(c) Spatial SSI

Run SSI to reveal the explanation.
Negative
Positive

Channel contributions

How does this work?

The browser loads verified model exports in ONNX format, together with the selected example's original input tensor and fixed target. Each configuration is recomputed on your device. Other cells stay observed while SSI allocates each cell's contrast among its spectral channels. Only the heatmap display is interpolated.

For custom checkpoints, local batch runs or larger workloads, use the Python API. The browser has 57 verified Atlas samples plus a separate bundled HLS example.