Sample Dataset for LandingLens: LifeSciences Pneumonia

This app is a dataset of sample images that you sync to a [LandingLens](https://app.snowflake.com/marketplace/listing/GZTYZ12K65D7/landingai-landinglens-visual-ai-platform?originTab=provider&providerName=LandingAI&profileGlobalName=GZTYZ12K65BX) app on Snowflake so that you can quickly train a model and learn how to use LandingLens! You must have LandingLens installed on Snowflake to use these images.

This sample dataset contains images of X-rays used to detect pneumonia. The images are divided into two folders: **normal** and **pneumonia**. The dataset is designed to be synced to a Classification dataset in LandingLens.

This app will make the images available on an internal stage to users with the App User role. Follow this [playlist of tutorial videos](https://www.youtube.com/playlist?list=PLrKGAzovU85dq2mLSq36zYTtgnGM-sUcb) and/or this [Quick Start](https://quickstarts.snowflake.com/guide/build_collaborative_large_language_vision_models_to_detect_pnemonia_with_landingai_and_snowflake/index.html#0) guide to begin working with the data set in LandingLens.<br/>

After you get this app, grant it permissions to create an internal stage in the Consumer Account that is executing the LandingLens app. To do this, follow these instructions:

1. Click the **Shield** icon in the top right corner of this app page OR grant the CREATE DATABASE privilege to this app.
2. Open the **LLENS_DATA_APP** tab.
3. Click the **Sync Files** button.
4. Make a note of the **Database**, **Schema**, and **Stage**. You will later enter this information in LandingLens.

<p><br/></p>

After you add this dataset to an internal stage that the LandingLens app can access, follow these instructions to add the images to LandingLens:

1. Open **LandingLens**.
2. Create a new **Classification** project.
3. Click **Sync Snowflake Data**.
4. Run the SQL commands listed on the pop-up window.
5. Enter the **Database**, **Schema**, and **Stage** that you noted earlier (the location where the dataset images are stored). 
6. Click **Sync**.

原始信息汇总

数据集概述

标题

LandingAI: Sample Dataset for LandingLens: LifeSciences Pneumonia

描述

使用此数据集来训练、部署和测试视觉AI模型。

类型

网站

URL

https://app.snowflake.com/marketplace/listing/GZTYZ12K65CA/landingai-sample-dataset-for-landinglens-lifesciences-pneumonia

图像

• 图像链接: https://app.snowflake.com/static/sf_marketplace-757b05c140da9c3752ba.png
• 图像宽度: 1200
• 图像高度: 630
• 图像类型: image/png

搜集汇总

背景与挑战

背景概述

该数据集为LandingLens平台提供的肺炎检测X光样本图像，包含正常与患病两类分类数据，需配合Snowflake环境使用。用户可通过教程学习如何将数据同步至LandingLens分类项目进行模型训练。