margaretmz/awesome-tensorflow-lite resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1390 stars · 190 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome list of TensorFlow Lite models with sample apps, tools, and learning resources for mobile and edge machine learning. It catalogs computer vision, text, and speech models alongside tutorials, blog posts, and books.

Use cases

• find pretrained tflite models for android
• learn how to convert keras models to tensorflow lite
• find sample apps for on-device machine learning
• discover tutorials for deploying ml models on mobile
• find tensorflow lite models for image classification and detection
• learn tensorflow lite for ios and flutter

When to choose

• you want a curated directory of tflite models, samples, and learning material
• you are starting with on-device ML on Android, iOS, or Flutter
• you need pretrained models from a model zoo for mobile deployment

When to avoid

• you need actively maintained code rather than a link collection
• you want a library or framework to include in your build
• you need resources for server-side TensorFlow rather than mobile/edge deployment

Facets

learning-resource · maturity maintenance

machine-learning deep-learning computer-vision documentation machine-learning deep-learning computer-vision mobile-development awesome-lists tutorials cross-platform python awesome-list tensorflow-lite tflite model-zoo on-device-ml keras mediapipe flutter android ios mobile

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markdown · JSON · MCP: product_card(name="margaretmz/awesome-tensorflow-lite")