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  source for images:
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  - Francesco/insects-mytwu
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  ---
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-
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  This dataset provides CLIP embeddings for images of insects, enabling similarity search and content-based retrieval.
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- All images were sourced from Francesco/insects-mytwu.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  source for images:
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  - Francesco/insects-mytwu
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  ---
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+ ## Introduction
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  This dataset provides CLIP embeddings for images of insects, enabling similarity search and content-based retrieval.
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+
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+ ---
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+ ## Examples of image retrieval
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+
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/660db6274a2ced4b331eda71/w8KkC2tnsetvTdZdw1e1e.png)
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/660db6274a2ced4b331eda71/qacAA7mP590hBQraGa116.png)
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/660db6274a2ced4b331eda71/VN4a2mQxLVYx37eSYgTDK.png)
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/660db6274a2ced4b331eda71/jY8-R71OWeIvLS0onpKYW.png)
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+
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+ ---
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+ ## Source
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+ All images were sourced from [Francesco/insects-mytwu](https://huggingface.co/datasets/Francesco/insects-mytwu).
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+
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+ ---
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+ ## Citation
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+
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+ If you use this dataset, please cite:
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+
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+ > Kanade, H. (2025). *[insect_image_retrieval](https://huggingface.co/datasets/hkanade/insect_image_retrieval)* [Data set]. Hugging Face. Accessed 2025-08-25.
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+
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+ **BibTeX**
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+ ```bibtex
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+ @misc{kanade2025insect_image_retrieval,
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+ author = {Hrishikesh Kanade},
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+ title = {insect_image_retrieval},
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+ year = {2025},
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+ howpublished = {\url{https://huggingface.co/datasets/hkanade/insect_image_retrieval}},
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+ note = {Hugging Face dataset; accessed 2025-08-25}
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+ }