Surgical Tool Recognition Suite
Collection
Datasets and models for handheld surgical tool detection and open/closed classification. • 8 items • Updated
hinged-state-classifier-efficientnet-b0
EfficientNet-B0 image classification model for surgical instrument state recognition.
Task
Binary classification of hinged surgical instrument state:
- closed
- open
Model details
- Architecture: EfficientNet-B0
- Framework: PyTorch
- Checkpoint:
best.pt - Input image size: 224 × 224
Dataset
Trained on:
joonhaim/hinged-state-classifier-crops
Class mapping
- 0: closed
- 1: open
Notes
This is a custom PyTorch checkpoint for classifying the state of hinged surgical instruments from cropped images.
The class order must match the order used during training.