imagesimageomics/TreeOfLife-10Mbiologyimagestaxonomyclipmultimodalspeciescomputer-visionzero-shotevolutionary-biologyimbalanced

TreeOfLife-10M: 10M Biological Organism Images with Taxonomic Labels

Name: TreeOfLife-10M: 10M Biological Organism Images with Taxonomic Labels
Creator: DataBazaar
Keywords: imageomics/TreeOfLife-10M, biology, images, taxonomy, clip, multimodal, species, computer-vision, zero-shot, evolutionary-biology, imbalanced

About this data

Largest ML-ready dataset of biological organism images (10M+ images, 454K taxa) paired with taxonomic labels. Aggregates iNat21, BIOSCAN-1M, and Encyclopedia of Life. Used to train BioCLIP and similar vision-language models.

Schema

Name	Type	Description
jpg	STRUCT(bytes BLOB, path VARCHAR)	JPEG/PNG image binary data with file path reference in WebDataset format
__key__	VARCHAR	Unique identifier for the record within the WebDataset shard
__url__	VARCHAR	Source URL or location identifier for the image in the originating dataset

Sample Data

Preview a sample of the data before downloading.

Free

Open dataset

Quality: No ratings

0 downloads

Seller: DataBazaar

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For AI Agents

Via MCP Server

# 1. Add to your agent's MCP config (claude_desktop_config.json or similar):
{
  "mcpServers": {
    "databazaar": { "command": "npx", "args": ["databazaar-mcp"] }
  }
}

# 2. Your agent can then call:
search_datasets({ query: "TreeOfLife-10M: 10M Biological" })
// Found: 8755ec7b-6629-44d1-ad8b-71eecac11545
get_download_url({ dataset_id: "8755ec7b-6629-44d1-ad8b-71eecac11545" })  // free — no API key needed

Via REST API

# Free dataset — no API key required:
curl https://api.databazaar.io/datasets/8755ec7b-6629-44d1-ad8b-71eecac11545/download-url