Token Classification
Transformers
PyTorch
Safetensors
English
bert
drone
drone forensics
named entity recognition
Instructions to use swardiantara/drone-term-extractor with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use swardiantara/drone-term-extractor with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="swardiantara/drone-term-extractor")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("swardiantara/drone-term-extractor") model = AutoModelForTokenClassification.from_pretrained("swardiantara/drone-term-extractor") - Notebooks
- Google Colab
- Kaggle
| eval_loss = 0.11194768205695298 | |
| f1_score = 0.9331381161542216 | |
| precision = 0.9210019267822736 | |
| recall = 0.9455984174085065 | |