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A dead-simple image search / retrieval and image-text matching system for Bangla using CLIP

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zabir-nabil/bangla-image-search

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bangla clip

A dead-simple image search and image-text matching system for Bangla using CLIP (Contrastive Language–Image Pre-training)


Installation

  • python >= 3.9
  • pip install -r requirements.txt
  • Download the model weights and place inside themodels folder.

bangla-image-search

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 run theapp,

streamlit run app.py

Demo

bangla clip

Live Demo:HuggingFace Space

Training CLIP for Bangla


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