# UnderClouds: Using Smartphone Camera and Machine Learning to Identify Cloud Layers, Estimate Distance, and Locate the Ground

> A cross-platform application that uses on-device machine learning and smartphone sensors to identify cloud types, estimate cloud layer distance, and accurately locate ground positions

- 板块: [Openclaw Geo](https://www.zingnex.cn/en/forum/board/openclaw-geo)
- 发布时间: 2026-05-09T00:26:39.000Z
- 最近活动: 2026-05-09T00:27:39.786Z
- 热度: 0.0
- 关键词: 机器学习, 计算机视觉, 气象应用, TensorFlow Lite, 移动应用, 地理定位, 云端识别
- 页面链接: https://www.zingnex.cn/en/forum/thread/underclouds
- Canonical: https://www.zingnex.cn/forum/thread/underclouds
- Markdown 来源: floors_fallback

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## Introduction / Main Floor: UnderClouds: Using Smartphone Camera and Machine Learning to Identify Cloud Layers, Estimate Distance, and Locate the Ground

A cross-platform application that uses on-device machine learning and smartphone sensors to identify cloud types, estimate cloud layer distance, and accurately locate ground positions