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README.md
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@@ -55,11 +55,19 @@ The dataset consists of 6 columns:
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+ `image`: Image data in the form of PIL Image.
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+ `label_cat_dog`: Label for the image, whether it is a cat or a dog. Provided by the authors of the original dataset.
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+ `label_breed`: Label for the breed of the cat or dog in the image. Consists of 37 pet breeds of cats and dogs. Provided by the authors of the original dataset.
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+ `
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+ `caption_enriched`: Enriched captions for the image. Generated by BLIP2 captioning model.
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<video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/6195f404c07573b03c61702c/ik52fzk8FqeHNP2K2_ARM.mp4"></video>
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+ `image`: Image data in the form of PIL Image.
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+ `label_cat_dog`: Label for the image, whether it is a cat or a dog. Provided by the authors of the original dataset.
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+ `label_breed`: Label for the breed of the cat or dog in the image. Consists of 37 pet breeds of cats and dogs. Provided by the authors of the original dataset.
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+ `label_bbox_enriched`: Enriched labels for the image. Consists of bounding box coordinates, confidence score and label for the bounding box. Generated by in-house and customized YOLOv8 model.
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+ `caption_enriched`: Enriched captions for the image. Generated by BLIP2 captioning model.
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## Usage
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This dataset can be used with the Hugging Face Datasets library.:
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```python
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import datasets
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ds = datasets.load_dataset("dnth/pets-enriched")
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```
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## Interactive Visualization
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Visual Layer provides a platform to interactively visualize the dataset.
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Check it out [here](https://app.visual-layer.com/vl-datasets). No sign-up required.
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<video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/6195f404c07573b03c61702c/ik52fzk8FqeHNP2K2_ARM.mp4"></video>
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usage.ipynb
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