e2e-tflite-tutorials
Mobile ML tutorials
Tutorials and projects on building, deploying, and using TensorFlow Lite models for mobile applications
Project tracking of the "Mobile ML Working Group", for the End-to-End TensorFlow Lite tutorials.
133 stars
13 watching
26 forks
last commit: almost 3 years ago
Linked from 1 awesome list
colab-notebookdeep-learningtensorflow-litetflite-modeltutorials
Related projects:
Repository | Description | Stars |
---|---|---|
tensorflow/tflite-support | A toolkit to deploy machine learning models on mobile devices using the TensorFlow Lite framework | 381 |
tensorflow/tfjs | An open-source JavaScript library for training and deploying machine learning models using WebGL acceleration. | 18,533 |
sunitroy2703/tensorflow-lite-kotlin-samples | An Android app repository showcasing various machine learning models and their implementations in Kotlin | 50 |
margaretmz/cartoonizer-with-tflite | A tutorial project demonstrating how to create a Cartoonizer Android app using TensorFlow Lite models | 116 |
dailystudio/tensorflow-lite-examples-android | Refactoring and rewriting official TensorFlow Lite examples for Android to improve quality and readability | 71 |
google/cfu-playground | A framework for designing and evaluating custom processor instructions to accelerate machine learning tasks on FPGAs. | 476 |
sayakpaul/adventures-in-tensorflow-lite | A collection of notebooks demonstrating various techniques for optimizing and quantizing neural networks using TensorFlow Lite | 172 |
tensorflow/tfjs-models | A collection of pre-trained machine learning models for use in web applications. | 14,180 |
tensorflow/tensorflow | An end-to-end platform for building and deploying machine learning applications | 186,822 |
iglaweb/tfprofiler | An app for profiling and optimizing the performance of TensorFlow Lite models on mobile devices | 27 |
tensorflow/tfx | An end-to-end platform for deploying production machine learning pipelines | 2,121 |
visenger/handson-ml | Teaches Machine Learning fundamentals in Python using Scikit-Learn and TensorFlow | 5 |
am15h/tflite_flutter_plugin | Provides an interface to TensorFlow Lite interpreter for machine learning inference in Flutter apps | 513 |
burness/tensorflow-101 | An end-to-end deep learning project demonstrating various TensorFlow techniques and applications in image classification, GANs, text classification, and more. | 1,113 |
ml-tooling/ml-workspace | An all-in-one web-based IDE for machine learning and data science | 3,446 |