Buckets:
| Name | Size | Uploaded | Xet hash |
|---|---|---|---|
| ensemble_five_csv | 5 items | ||
| LICENSE_ANRF.txt | 2.93 kB xet | 024f6a56 | |
| README.md | 1.67 kB xet | 2677935e | |
| baseline_21ch_swa.pth | 813 MB xet | b235141f | |
| convnext_large_3class_best.pth | 813 MB xet | df0becf8 | |
| kd_transductive_epoch35.ckpt | 448 MB xet | 41ee2878 | |
| siamese_efficientnet_b4_epoch45.ckpt | 448 MB xet | fb9b9ad4 | |
| siamese_efficientnet_b7_epoch35.ckpt | 1.56 GB xet | 66fb4495 |
ANRF AISEHack Phase 2 — ensemble artifacts
Checkpoints (bucket root)
These are the weights behind the five-model majority-vote ensemble (~0.227 public LB).
| File | Model |
|---|---|
siamese_efficientnet_b4_epoch45.ckpt |
Dual-branch Siamese U-Net, EfficientNet-B4 |
kd_transductive_epoch35.ckpt |
Same architecture, knowledge-distilled |
siamese_efficientnet_b7_epoch35.ckpt |
Siamese U-Net, EfficientNet-B7 |
baseline_21ch_swa.pth |
21-channel U-Net (SWA weights) |
convnext_large_3class_best.pth |
ConvNeXt-Large 3-class U-Net |
Prediction CSVs (ensemble_five_csv/)
Folder ensemble_five_csv/ in this bucket holds the five submission CSVs (RLE masks) for those models, with the preferred filenames (01_… through 05_…). They match the stack used for the public LB submission. Sync with:
hf sync hf://buckets/itikelabhaskar/AISE_PHASE2/ensemble_five_csv ./local_folder
License: ANRF Open License — see LICENSE_ANRF.txt in this repo and the competition PDF.
Code: GitHub — anrf_flood_phase2_submission (notebooks + config/models_manifest.json).
Inference: Training code for re-running the models lives outside this bundle (e.g. phase2_final/experiments/ in the author’s codebase). The release notebooks merge precomputed CSVs; full re-inference needs matching SAR/aux preprocessing.
- Total size
- 4.08 GB
- Files
- 12
- Last updated
- Apr 5
- Pre-warmed CDN
- US EU US EU