machine-learning
Machine Learning integration for Flutter using TensorFlow Lite and Firebase ML
npx skills add majiayu000/claude-skill-registry --skill machine-learning-altrupets-monorepo --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Skill 20: Machine Learning Integration ## Overview This skill enables machine learning capabilities in Flutter applications using TensorFlow Lite and Firebase ML Kit. Supports image classification, object detection, text recognition, and custom model deployment. ## Features - Image classification with pre-trained models - Object detection and tracking - Text recognition (OCR) - Face detection - Barcode scanning - Custom TFLite model integration - On-device inference - Cloud-based ML with Firebase ## Installation ### Dependencies ```yaml dependencies: tflite_flutter: ^0.10.4 tflite_flutter_helper: ^0.3.1 firebase_ml_model_downloader: ^0.2.4 google_mlkit_text_recognition: ^0.11.0 google_mlkit_face_detection: ^0.9.0 google_mlkit_barcode_scanning: ^0.10.0 google_mlkit_object_detection: ^0.11.0 image_picker: ^1.0.7 image: ^4.1.3 ``` ## Image Classification ### 1. Model Setup Add your TensorFlow Lite model to `assets/models/`: ```yaml # pubspec.yaml flutter: assets: - assets/models/model.tflite - assets/labels/labels.txt ``` ### 2. Image Classification Service ```dart import 'package:tflite_flutter/tflite_flutter.dart'; import 'package:image/image.dart' as img; import 'dart:io'; class
- Overview
- Features
- Installation
- Dependencies
- Image Classification
- 1. Model Setup
- 2. Image Classification Service
- 3. Classification UI
- Text Recognition (OCR)
- Object Detection
- Barcode Scanning
- Firebase ML Model Download
- Best Practices
- Performance Optimization
What does the machine-learning skill do?
Machine Learning integration for Flutter using TensorFlow Lite and Firebase ML
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill machine-learning-altrupets-monorepo --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.