Update README.md

README.md

@@ -60,11 +60,6 @@ dataset_summary: '
 
 # Dataset Card for BIOSCAN-30k
 
-<!-- Provide a quick summary of the dataset. -->
-
-
-
-
 
 This is a [FiftyOne](https://github.com/voxel51/fiftyone) dataset with 30000 samples.
 
@@ -93,13 +88,11 @@ session = fo.launch_app(dataset)
 
 ## Dataset Details
 
-### Dataset Description
-
 The BIOSCAN-5M dataset is a multimodal collection of over 5.15 million arthropod specimens (98% insects), curated to advance biodiversity monitoring through machine learning. It expands the earlier BIOSCAN-1M dataset by including high-resolution images, DNA barcode sequences, taxonomic labels (phylum to species), geographical locations, specimen size data, and Barcode Index Numbers (BINs). Designed for both closed-world (known species) and open-world (novel species) scenarios, it supports tasks like taxonomic classification, clustering, and multimodal learning.
 
 **This dataset is a randomly chosen subset of 30,000 samples across all splits from the Cropped 256 dataset**
 
-Key Features:
+#### Key Features:
 
 * Images: 5.15M high-resolution microscope images (1024×768px) with cropped/resized versions.
 
@@ -111,6 +104,7 @@ Key Features:
 
 * Size Metadata: Pixel count, area fraction, and scale factor for specimens.
 
+### Dataset Description
 
 - **Curated by:** International consortium led by the Centre for Biodiversity Genomics, University of Guelph, University of Waterloo, and Simon Fraser University.
 - **Funded by :** Government of Canada’s New Frontiers in Research Fund (NFRF), CFI Major Science Initiatives, Walder Foundation, NVIDIA Academic Grant.