Update README.md

README.md

@@ -6,6 +6,7 @@ size_categories:
 - 1M<n<10M
 pretty_name: BIOSCAN-5M
 ---
+
 # Dataset Card for BIOSCAN-5M
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64cac7e17221ef3c7e2eed1f/ZgP3fd2Z9eVgucsZHYYvA.png)
@@ -23,33 +24,10 @@ Every record has **both image and DNA** data. Each record of the BIOSCAN-5M data
 - Geographical information 
 - Specimen size
 
-
-### Copyright and License
-The images included in the BIOSCAN-5M dataset available through this repository are subject to copyright 
-and licensing restrictions shown in the following:
-
- - **Copyright Holder:** CBG Photography Group
- - **Copyright Institution:** Centre for Biodiversity Genomics (email:CBGImaging@gmail.com)
- - **Photographer:** CBG Robotic Imager
- - **Copyright License:** Creative Commons Attribution 3.0 Unported ([CC BY 3.0](https://creativecommons.org/licenses/by/3.0/))
- - **Copyright Contact:** collectionsBIO@gmail.com
- - **Copyright Year:** 2021
-
-### Dataset Sources
-
-<!-- Provide the basic links for the dataset. -->
-
-- **Dataset website:** https://biodiversitygenomics.net/5M-insects/
-- **Google Drive:** https://drive.google.com/drive/u/1/folders/1Jc57eKkeiYrnUBc9WlIp-ZS_L1bVlT-0
-- **GitHub repository:** https://github.com/zahrag/BIOSCAN-5M
-- **Zenodo:** https://zenodo.org/records/11973457
-- **Kaggle:** https://www.kaggle.com/datasets/zahragharaee/bioscan-5m/data
-- **Paper:** https://arxiv.org/abs/2406.12723
-
-
-
 ### Citation
 
+If you make use of the BIOSCAN-5M dataset and/or its code repository, please cite the following paper:
+
 ```
 @inproceedings{gharaee2024bioscan5m,
     title={{BIOSCAN-5M}: A Multimodal Dataset for Insect Biodiversity},
@@ -68,6 +46,34 @@ and licensing restrictions shown in the following:
 }
 ```
 
+## Dataset Access
+
+To clone this dataset repository, use the following command:
+
+```bash
+GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/datasets/Gharaee/BIOSCAN-5M
+```
+
+### Dataset Sources
+
+- **Dataset website:** https://biodiversitygenomics.net/5M-insects/
+- **GoogleDrive:** https://drive.google.com/drive/u/1/folders/1Jc57eKkeiYrnUBc9WlIp-ZS_L1bVlT-0
+- **GitHub:** https://github.com/zahrag/BIOSCAN-5M
+- **Zenodo:** https://zenodo.org/records/11973457
+- **Kaggle:** https://www.kaggle.com/datasets/zahragharaee/bioscan-5m/data
+- **Paper:** https://arxiv.org/abs/2406.12723
+
+
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64cac7e17221ef3c7e2eed1f/DRj7GKEvV4ANbUvGSQvKA.png)
 
+### Copyright and License
+The images included in the BIOSCAN-5M dataset available through this repository are subject to copyright 
+and licensing restrictions shown in the following:
+
+ - **Copyright Holder:** CBG Photography Group
+ - **Copyright Institution:** Centre for Biodiversity Genomics (email:CBGImaging@gmail.com)
+ - **Photographer:** CBG Robotic Imager
+ - **Copyright License:** Creative Commons Attribution 3.0 Unported ([CC BY 3.0](https://creativecommons.org/licenses/by/3.0/))
+ - **Copyright Contact:** collectionsBIO@gmail.com
+ - **Copyright Year:** 2021