Downloads · 30 days
10
42% of all-time downloads
distilbert-finetuned-visdrone-text
Monuaub/distilbert-finetuned-visdrone-text
distilbert-finetuned-visdrone-text is a machine learning model from Monuaub. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model is a DistilBERT fine-tuned model for text classification of drone surveillance messages, specifically for scenarios inspired by the VisDrone dataset.
All-time downloads
24
Public
Parameters
67M
268 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors268 MB · 100%
At a glance
- Model type
- distilbert
- Access
- Public
- Created
- Apr 5, 2025
- Updated
- Apr 5, 2025
- SHA
- a09d6544
Model card
From the Hugging Face model README
🚁 distilbert-finetuned-visdrone-text
This model is a DistilBERT fine-tuned model for text classification of drone surveillance messages, specifically for scenarios inspired by the VisDrone dataset.
🧠 Use Cases
Use this model to classify drone-generated descriptions into meaningful categories, such as:
- Tracking a vehicle
- Detecting a person
- Navigating
- Detecting obstacles
- Idle status
📥 How to Use
from transformers import pipeline
model = "Monuaub/distilbert-finetuned-visdrone-text"
clf = pipeline("text-classification", model=model, tokenizer=model)
text = "The drone successfully tracked the vehicle across the terrain."
result = clf(text)
print(result)
- Type
- distilbert
- Created
- Apr 5, 2025
- Updated
- Apr 5, 2025