Model size computation of four Geo-DefakeHop designs for raw satellite input images.
| System | No. of Selected Channels | No. of Filter Parameters | No. of c/w XGBoost Parameters | No. of ensemble XGBoost Parameters | Total Model Size |
|---|---|---|---|---|---|
| Pixelhop A | 1 | 12 | 400 | 400 | 812 |
| Pixelhop B | 1 | 27 | 400 | 400 | 827 |
| Pixelhop C | 1 | 48 | 400 | 400 | 848 |
| Pixelhop A&B&C | 3 | 87 | 1,200 | 1,200 | 2,487 |
| System | No. of Selected Channels | No. of Filter Parameters | No. of c/w XGBoost Parameters | No. of ensemble XGBoost Parameters | Total Model Size |
|---|---|---|---|---|---|
| Pixelhop A | 1 | 12 | 400 | 400 | 812 |
| Pixelhop B | 1 | 27 | 400 | 400 | 827 |
| Pixelhop C | 1 | 48 | 400 | 400 | 848 |
| Pixelhop A&B&C | 3 | 87 | 1,200 | 1,200 | 2,487 |
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