Datasets:

Intelligent-Internet
/

pd12m

@@ -8,140 +8,31 @@ size_categories:
 - 1M<n<10M
 ---
-# Dataset Card for `PD12m`
-<!-- Provide a quick summary of the dataset. -->
-This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).
 ## Dataset Details
 ### Dataset Description
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 ## Uses
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-### Direct Use
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 ## Dataset Structure
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-## Dataset Creation
-### Curation Rationale
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-### Source Data
-<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
-#### Data Collection and Processing
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-#### Annotation process
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-#### Personal and Sensitive Information
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-### Recommendations
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-Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
-## Citation [optional]
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 - 1M<n<10M
 ---
+# Dataset Card for `PD12M`
+This is a curated PD12M dataset for use with the [Chipmunk](https://github.com/Intelligent-Internet/Chipmunk) project.
 ## Dataset Details
 ### Dataset Description
+This dataset comprises a curated PD12M image collection, refined by filtering for active image links. EXIF data was extracted, and images underwent preprocessing and feature extraction using SigLIP2. All vector embeddings are normalized 16-bit half-precision vectors optimized for L2 indexing with [vectorchord](https://github.com/tensorchord/vectorchord).
+### Dataset Sources
+This dataset is derived and organized from [Spawning/PD12M](http://huggingface.co/datasets/Spawning/PD12M). The original license information for the image can be found in the corresponding entry of the original database.
 ## Uses
+This dataset is available for a wide range of applications.
+### Use with Chipmunk
+Click this link to learn how to load the dataset to [Chipmunk](https://github.com/Intelligent-Internet/Chipmunk).
+### Use directly in PostgreSQL
 ## Dataset Structure