Dataset · Hugging Face

imageomics/VLM4Bio

Name: VLM4Bio
Creator: imageomics
License: cc-by-4.0
Keywords: task_categories:visual-question-answering, task_categories:zero-shot-image-classification, task_categories:zero-shot-object-detection, language:en, license:cc-by-4.0, size_categories:10K<n<100K, format:csv, modality:image, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, arxiv:2408.16176, arxiv:2303.05499

Dataset Card for VLM4Bio Instructions for downloading the dataset Install Git LFS Git clone the VLM4Bio repository to download all metadata and associated files Run the following commands in a terminal: git clone https://huggingface.co/datasets/imageomics/VLM4Bio cd VLM4Bio Downloading and processing bird images To download the bird images, run the following command: bash download_bird_images.sh This should download the bird images inside… See the full description on the dataset page: https://huggingface.co/datasets/imageomics/VLM4Bio.

View on Hugging FaceReport an issue

Author / organization	imageomics
License (as declared)	cc-by-4.0
Downloads	2.9K (as reported by Hugging Face)
Likes	1
Created	28 October 2024
Last updated at source	9 January 2026

biologyorganismfishbirdbutterflyimage classificationzero-shottraitstrait-detectionvlmsbenchmarksCVtrait identificationtrait groundingtrait referringtrait countingspecies classification

Embed this entry

<iframe src="https://silytics.si/embed/item/8dbf8a7e-f0cb-4f64-8454-2ac679debc3d" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Free, no tracking. More about feeds and embeds.

Recent changes

16 Oct 2026 Description: Dataset Card for VLM4Bio Instructions for downloading the dataset Install Git LFS Git clone the VLM4Bio repository to download all metadata and associated files Run the following commands in a terminal: git clone https://huggingface.co/data → Dataset Card for VLM4Bio Instructions for downloading the dataset Install Git LFS Git clone the VLM4Bio repository to download all metadata and associated files Run the following commands in a terminal: git clone https://huggingface.co/data

Changes detected by Silytics between refreshes of the source.

More from imageomics

Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 16 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.