Model Changelog

Model Versions

Version

Highlights

Model Architectures

Training Datasets

V4

Further expanded dataset coverage with smaller faster smp models.

regnety_004, edgenext_small (smp + timm)

CloudSEN12 High, KappaSet, CloudSEN12 High (Planetary Computer), CloudSEN12 High SR, CloudSEN12 Scribble, CloudSEN12 2k, OCM hard negatives, OCM Scribble

V3

Expanded dataset coverage for better generalization.

regnety_004, edgenext_small (fastai + timm)

CloudSEN12 High, KappaSet, CloudSEN12 High (Planetary Computer), CloudSEN12 High SR, OCM hard negatives

V2

Introduced random interpolation for improved robustness.

regnety_004, edgenext_small (fastai + timm)

CloudSEN12 High

V1

Baseline release supporting the OmniCloudMask paper.

regnety_004, convnextv2_nano (fastai + timm)

CloudSEN12 High