bangla-CLIP

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CLIP (Contrastive Language–Image Pre-training) for Bangla.

bangla-CLIP 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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<a href="#"><img src="assets/bangla_clip_2.PNG" alt="bangla clip"></a>


 CLIP (Contrastive Language–Image Pre-training) training code for Bangla.


 Live Demo: <a href="https://huggingface.co/spaces/zabir-nabil/bangla-clip">HuggingFace Space</>

---

#### Installation

* `python >= 3.9`
* `pip install -r requirements.txt`

### Bangla CLIP

The model consists of an EfficientNet / ResNet image encoder and a BERT text encoder and was trained on multiple datasets from Bangla image-text domain. To start training,

```console
python train_clip_bangla.py
```
---

### Image Search Demo with Bangla CLIP

* *Search App Code:* [bangla-image-search](https://github.com/zabir-nabil/bangla-image-search)
 * *Article:* [medium](https://medium.com/@furcifer/a-dead-simple-image-search-engine-for-bangla-using-clip-contrastive-language-image-pre-training-a1f7f50b8419)

#### Citation

```
@misc{nazi2024bangla,
  author = {Zabir Al Nazi},
  title = {A dead-simple image search engine for Bangla using CLIP (Contrastive Language–Image Pre-training)},
  howpublished = {\url{https://github.com/zabir-nabil/bangla-CLIP}},
  year = {2023},
}
```

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