搜索插件、代码仓与 APP 分类

插件详情v0.4.6

firebase_ml_model_downloader

一个 Flutter 插件,允许您使用 Firebase ML 模型下载器。

AndroidiOSmacOS
近 30 天下载
1040
喜欢数
26
Pub 分数
140

安装插件

flutter pub add firebase_ml_model_downloader

插件介绍

基于插件公开信息、社区数据与项目使用情况整理的选型参考。

firebase_ml_model_downloader 包使 Flutter 应用能够从 Firebase ML 下载和管理机器学习模型。它通过自动处理模型获取、缓存和更新,简化了图像识别、文本检测等任务的本地设备 ML 模型集成。专为与 Firebase 的 ML Kit 配合使用而设计,支持 Android、iOS 和 macOS 平台。开发者可以轻松将预训练模型直接集成到其应用中,无需管理复杂的下载或存储逻辑。

适合场景

  • 设备端图像分类
  • 图像中的文本识别
  • 自定义模型部署
  • 离线机器学习推理
  • 实时目标检测

主要特点

  • 自动模型下载
  • 模型缓存和管理
  • 对多个 Firebase ML 模型的支持
  • 与 Firebase ML Kit 的无缝集成
  • 跨平台兼容性

适合对象

  • 需要离线机器学习功能的移动应用
  • 使用 Firebase ML 服务的应用
  • 开发 OCR 或计算机视觉功能的开发者
  • 需要高效模型更新的项目
  • 针对 Android、iOS 和 macOS 的 Flutter 应用

使用建议

  • 需要 Firebase 项目设置
  • 依赖 Firebase ML Kit
  • 初始模型下载的网络使用情况
  • 仅限 Firebase 托管的模型
  • 模型大小影响应用性能

原始 README

以下为关联源码仓库的 README 原文快照,最新内容请访问源码仓库。

Flutter + Firebase logo

FlutterFire

Follow on Twitter Maintained with Melos OSSF scorecard


[Changelog] • [Packages]


FlutterFire is a set of Flutter plugins that enable Flutter apps to use Firebase services. You can follow an example that shows how to use these plugins in the Firebase for Flutter codelab.

Flutter is Google’s UI toolkit for building beautiful, natively compiled applications for mobile, web, and desktop from a single codebase. Flutter is used by developers and organizations around the world, and is free and open source.


Documentation


Stable Plugins

Name pub.dev Firebase Product Documentation View Source Android iOS Web MacOS Windows
Analytics Analytics pub.dev badge 🔗 📖 firebase_analytics ✔ ✔ ✔ β N/A
App Check App Check pub.dev badge 🔗 📖 firebase_app_check ✔ ✔ ✔ β N/A
Authentication Authentication pub.dev badge 🔗 📖 firebase_auth ✔ ✔ ✔ β (*)
Cloud Firestore Cloud Firestore pub.dev badge 🔗 📖 cloud_firestore ✔ ✔ ✔ β (*)
Cloud Functions Cloud Functions pub.dev badge 🔗 📖 cloud_functions ✔ ✔ ✔ β N/A
Cloud Messaging Cloud Messaging pub.dev badge 🔗 📖 firebase_messaging ✔ ✔ ✔ β N/A
Cloud Storage Cloud Storage pub.dev badge 🔗 📖 firebase_storage ✔ ✔ ✔ β (*)
Core Core pub.dev badge 🔗 📖 firebase_core ✔ ✔ ✔ β (*)
Crashlytics Crashlytics pub.dev badge 🔗 📖 firebase_crashlytics ✔ ✔ N/A β N/A
Data Connect Data Connect pub.dev badge 🔗 📖 firebase_data_connect ✔ ✔ ✔ N/A N/A
In-App Messaging In-App Messaging pub.dev badge 🔗 📖 firebase_in_app_messaging ✔ ✔ N/A N/A N/A
Installations Installations pub.dev badge 🔗 📖 firebase_app_installations ✔ ✔ ✔ β N/A
Performance Monitoring Performance Monitoring pub.dev badge 🔗 📖 firebase_performance ✔ ✔ ✔ N/A N/A
Realtime Database Realtime Database pub.dev badge 🔗 📖 firebase_database ✔ ✔ ✔ β N/A
Remote Config Remote Config pub.dev badge 🔗 📖 firebase_remote_config ✔ ✔ ✔ β N/A

(*) for development only. Production on Windows is not supported.

Preview Plugins

Name pub.dev Firebase Product Documentation View Source Android iOS Web MacOS
ML Model Downloader (deprecated) ML Model Downloader pub.dev badge 🔗 📖 firebase_ml_model_downloader ✔ ✔ N/A β

Issues

Please file FlutterFire specific issues, bugs, or feature requests in our issue tracker.

Plugin issues that are not specific to FlutterFire can be filed in the Flutter issue tracker.

Contributing

If you wish to contribute a change to any of the existing plugins in this repo, please review our contribution guide and open a pull request.

所属分类

依赖

依赖清单 3 项

  • firebase_core^4.15.1
  • firebase_core_platform_interface^8.1.1
  • firebase_ml_model_downloader_platform_interface^0.1.6+1

源码仓库

使用此插件的项目