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Kiduki v2 Stage Gru

Stage-only GRU model for care-scene clip classification.

Sourcehuggingface.co/misakidesu/kiduki-v2-stage-gru/tree/d4e1a42b3dccef9893a9da74e8179a705d265080
TypeOtherVersionBest modelCClasse

Source du modèle

Type
Other
Taille du fichier
8,27 MB
Version
vBest model
Mis à jour
10 oct. 2026
Source
Hugging Face

Description de la source

KiDUKi v2 Stage GRU

Stage-only GRU model for care-scene clip classification.

Model

  • Architecture: EfficientNet-B0 frame features + GRU stage classifier
  • Input: per-clip .npz frame features
  • Output: stage_label

Dataset Split

  • train: 245
  • val: 52
  • test: 52

Metrics

  • best val_acc: 0.731
  • test_acc: 0.747
  • test_loss: 0.806

Raw videos are not included.

Sources

1 source
Hugging FacePrincipalVersion d4e1a42b3dccef9893a9da74e8179a705d265080
huggingface.co/misakidesu/kiduki-v2-stage-gru/tree/d4e1a42b3dccef9893a9da74e8179a705d265080

Vérifié 10 oct.

Artefacts du modèle

1 artefact

best_model.pt

pt · 8,27 MB · SHA-256 683df1f8764a…1c85 · Hugging Face

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Extraits de sources

2 extraits
Readme2 aoûthuggingface.co/misakidesu/kiduki-v2-stage-gru

--- library_name: pytorch tags: - video-classification - gru - stage-classification - kiduki --- # KiDUKi v2 Stage GRU Stage-only GRU model for care-scene clip classification. ## Model - Architecture: EfficientNet-B0 frame features + GRU stage classifier - Input: per-clip `.npz` frame features - Output: `stage_label` ## Dataset Split - train: 245 - val: 52 - test: 52 ## Metrics - best val_acc: 0.731 - test_acc: 0.747 - test_loss: 0.806 Raw videos are not included.

Note2 aoûthuggingface.co/misakidesu/kiduki-v2-stage-gru

Source context: 0 downloads · 0 likes · Pipeline video-classification · Library pytorch · Repo misakidesu/kiduki-v2-stage-gru