Datasets:
Added instructions for processing
Browse files- README.md +56 -1
- process_fish_butterfly_images.sh +15 -0
README.md
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# Dataset Card for VLM4Bio
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![Alt text](assests/teaser.png)
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## Dataset Details
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English, Latin
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## Dataset Structure
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### Data Instances
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<!--
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Ex: All images are named <img_id>.png, each within a folder named for the species. They are 1024 x 1024, and the color has been standardized using <link to color standardization package>.
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-->
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### Data Fields
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**Fish Files:**
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# Dataset Card for VLM4Bio
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## **Instructions for downloading the dataset**
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* Install [Git LFS](https://docs.github.com/en/repositories/working-with-files/managing-large-files/installing-git-large-file-storage)
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* Git clone the VLM4Bio repository to download all metadata and associated files
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* Run the following commands in a **terminal**:
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```bash
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git clone https://huggingface.co/datasets/imageomics/VLM4Bio
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cd VLM4Bio
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```
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**Downloading and processing bird images**
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* To download the bird images, run the following command:
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```bash
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bash download_bird_images.sh
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```
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* This should download the bird images inside `datasets/Bird/images`
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**Processing fish and butterfly images**:
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* Run the following command:
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```bash
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bash process_fish_butterfly_images.sh
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```
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* This should process fish and butterfly images inside `datasets/Fish/images` and `datasets/Butterfly/images` respectively.
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![Alt text](assests/teaser.png)
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## Dataset Details
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English, Latin
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## Dataset Structure
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After downloading and processing the dataset, VLM4Bio should have the following structure:
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```
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VLM4Bio/
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βββ datasets/
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βββ Fish/
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β βββ images/
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β β βββ INHS_FISH_58870.jpg
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β β βββ INHS_FISH_58819.jpg
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β β βββ ...
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β βββ metadata/
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β βββ metadata_10k.csv
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β βββ metadata_500.csv
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β βββ ...
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βββ Bird/
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β βββ images/
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β β βββ Ivory_Gull_0117_49227.jpg
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β β βββ Yellow_Warbler_0026_176337.jpg
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β β βββ ...
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β βββ metadata/
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β βββ bird_metadata_10k.csv
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β βββ identification.csv
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β βββ ...
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βββ Butterfly/
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βββ images/
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β βββ butterfly_train_heliconius_sara_0007.jpg
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β βββ butterfly_val_pyrrhogyra_cramen_0001.jpg
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β βββ ...
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βββ metadata/
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βββ metadata.csv
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βββ imagelist.csv
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```
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### Data Instances
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<!--
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Ex: All images are named <img_id>.png, each within a folder named for the species. They are 1024 x 1024, and the color has been standardized using <link to color standardization package>.
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-->
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### Data Fields
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**Fish Files:**
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process_fish_butterfly_images.sh
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#!/bin/bash
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echo "Processing fish images..."
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mkdir datasets/Fish/images
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mv -v datasets/Fish/chunk*/** datasets/Fish/images
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rm -rf datasets/Fish/chunk*
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echo "Processing butterfly images..."
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mkdir datasets/Butterfly/images
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mv -v datasets/Butterfly/chunk*/** datasets/Butterfly/images
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rm -rf datasets/Butterfly/chunk*
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echo "Processing finished!"
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