https://github.com/yash1994/distil-lang-detect

Language Detection using DistilBERT
https://github.com/yash1994/distil-lang-detect

bert distilbert huggingface-transformer language-detection transformer

Last synced: about 1 month ago
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Language Detection using DistilBERT

• Host: GitHub
• URL: https://github.com/yash1994/distil-lang-detect
• Owner: yash1994
• Created: 2020-04-02T12:03:41.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-04-13T10:43:58.000Z (almost 5 years ago)
• Last Synced: 2024-10-20T04:17:01.830Z (3 months ago)
• Topics: bert, distilbert, huggingface-transformer, language-detection, transformer
• Language: Python
• Homepage:
• Size: 37.1 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
#  Distil-Lang-Detect

[![Python 3.6](https://img.shields.io/badge/python-3.6-blue.svg)](https://www.python.org/downloads/release/python-360/) [![Build Status](https://travis-ci.org/yash1994/distil-lang-detect.svg?branch=master)](https://travis-ci.org/yash1994/distil-lang-detect)

Distil-lang-detect is text language detection module based on sequence classification technique [DistilBERT](https://github.com/huggingface/transformers/tree/master/examples/distillation) by 🤗 [Huggingface Transformers](https://github.com/huggingface/transformers).

## Getting Started

Distil-Lang-Detect can be easily fired-up. Just need to the following.

### Requirements

* python 3.5

* torch >= 1.2.0

* transformers >= 2.2.2

### Installation

```bash

git clone https://github.com/yash1994/distil-lang-detect.git

cd dframcy

python setup.py install

```

## Usage

```python

from distillangdetect.detector import Detector

dct = Detector(device="cpu")

det = dct.detect("I love retro computing.")

print(det)

```

>'English'

## Todos

* [ ] Extensive testing.

* [ ] Add training and evaluation scripts.

* [ ] Output format options.

* [ ] Batch Processing.

* [ ] Bechmarking on different datasets.