TensorFlow Lite Micro with ML acceleration
Feb 2, 2023 · With TensorFlow Lite (TFLite), you can now run sophisticated models that perform pose estimation and object segmentation, but these models still require a relatively powerful processor …
Module: tf.lite | TensorFlow v2.16.1
class OpsSet: Enum class defining the sets of ops available to generate TFLite models. class Optimize: Enum defining the optimizations to apply when generating a tflite model.
TensorFlow.js TFLite API
Models This library is a wrapper of TFLite interpreter. It is packaged in a WebAssembly binary that runs in a browser. For more details and related concepts about TFLite Interpreter and what the inference …
Post-training quantization | TensorFlow Model Optimization
Aug 3, 2022 · import tensorflow as tf converter = tf.lite.TFLiteConverter.from_saved_model(saved_model_dir) converter.optimizations = …
Converting TensorFlow Text operators to TensorFlow Lite
Jul 19, 2024 · Note, that while the example below shows inference in Python, the steps are similar in other languages with some minor API translations, and the necessity to build the tflite_registrar into …
What's new in TensorFlow 2.19 — The TensorFlow Blog
Mar 13, 2025 · Highlights of this release include changes to the C++ API in LiteRT, bfloat16 support for tflite casting, discontinue of releasing libtensorflow packages. Learn more by reading the full release …
Easier object detection on mobile with TensorFlow Lite
Jun 16, 2021 · TensorFlow Lite Metadata Writer API: simplify metadata creation to generate custom object detection models compatible with TFLite Task Library. Despite being a very common ML use …
TFX for Mobile - TensorFlow
Feb 11, 2022 · TFX now provides native support for TFLite, which makes it possible to perform highly efficient inference on mobile devices. This guide walks you through the changes that can be made to …
TensorFlow モデルの変換
解決策: このエラーは、対応する TFLite 実装のない TF がモデルに存在するときに発生します。 この問題を解決するには、 TFLite モデルで TF 演算を使用 します (推奨)。
Migrating your TFLite code to TF2 - TensorFlow Core
Mar 23, 2024 · The TFLite converter is one such tool that converts existing TF models into an optimized TFLite model format that can be efficiently run on-device. In this doc, you'll learn what changes you …