---
title: "A shell dataset, for shell features extraction and recognition"
collection: publications
permalink: /publication/shells
excerpt: 'We initially present a shell dataset, containing 7894 shell species with 29622 samples, where totally 59244 shell images for shell features extraction and recognition are used.'
venue: 'Scientific Data'
citation: 'Qi Zhang, <b>Jianhang Zhou</b>, Jing He, Xiaodong Cun, Shaoning Zeng & Bob Zhang (2019). &quot;A shell dataset, for shell features extraction and recognition,&quot; <i>Scientific Data</i>. 226.'
---

[Download paper here](https://www.nature.com/articles/s41597-019-0230-3)

We initially present a shell dataset, containing 7894 shell species with 29622 samples, where totally 59244 shell images for shell features extraction and recognition are used.
