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kiduki-gru-baseline-20260425
misakidesu/kiduki-gru-baseline-20260425
kiduki-gru-baseline-20260425 is a video classification model from misakidesu. Use it for the video classification task on the model card, and read the license before you ship it in a product. It is set up for pytorch.
This repository contains a GRU baseline model trained on per-clip EfficientNet features for caregiving workflow recognition.
Access
Public
Updated Apr 24, 2026
Repo size
8.7 MB
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Repo makeup
Click a slice to open those files.
.pt8.7 MB · 100%
At a glance
- Task
- Video Classification
- Library
- pytorch
- Access
- Public
- Created
- Apr 24, 2026
- Updated
- Apr 24, 2026
- SHA
- 5c6a22de
Model card
From the Hugging Face model README
Kiduki GRU Baseline (2026-04-25)
This repository contains a GRU baseline model trained on per-clip EfficientNet features for caregiving workflow recognition.
Files
best_model.pt: trained model weightslabel_maps.json: label-to-id mappingsmetrics.json: train/val/test metrics
Final test metrics
- task_acc: 0.8046875
- stage_acc: 0.31718750298023224
- transfer_type_acc: 0.8366045355796814
- transfer_route_acc: 0.24753289483487606
Notes
- Includes updated annotations for
vid_013andvid_014. - Model trained on clip-level features generated from first-person caregiving videos.
- Task
- Video Classification
- Library
- pytorch
- Languages
- ja
- Created
- Apr 24, 2026
- Updated
- Apr 24, 2026