Datasets:

imageomics
/

TreeOfLife-10M

Tasks:

Image Classification

Zero-Shot Classification

Modalities:

Formats:

Languages:

Size:

Tags:

evolutionary biology

DOI:

Libraries:

Dataset card Data Studio Files Files and versions

egrace479 commited on May 28

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1e1eb8e

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1 Parent(s): 9150170

clarify text embeddings

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@@ -80,7 +80,7 @@ visuals/
     phyla_ToL_tree.png
 ```
-The `embeddings/` directory contains the [BioCLIP](https://huggingface.co/imageomics/bioclip) embeddings for the entire TreeOfLife-10M dataset.
 Each `image_set` is approximately 30GB and contains 100 thousand images, each named `<treeoflife_id>.jpg`.
 We cannot reproduce the `iNat21` data, but step-by-step [***reproduction instructions***](https://github.com/Imageomics/bioclip/blob/main/docs/imageomics/treeoflife10m.md#reproduce-treeoflife-10m) are provided on the BioCLIP GitHub repository to recreate the proper webdataset structure. This process will produce a collection of files named `shard-######.tar` in a `train`, `val`, and `train_small` folder with which to work.

     phyla_ToL_tree.png
 ```
+The `embeddings/` directory contains the [BioCLIP](https://huggingface.co/imageomics/bioclip) text embeddings for all 8,455,243 images with full taxonomic labels in the TreeOfLife-10M dataset.
 Each `image_set` is approximately 30GB and contains 100 thousand images, each named `<treeoflife_id>.jpg`.
 We cannot reproduce the `iNat21` data, but step-by-step [***reproduction instructions***](https://github.com/Imageomics/bioclip/blob/main/docs/imageomics/treeoflife10m.md#reproduce-treeoflife-10m) are provided on the BioCLIP GitHub repository to recreate the proper webdataset structure. This process will produce a collection of files named `shard-######.tar` in a `train`, `val`, and `train_small` folder with which to work.