Top 23 tensorflow-lite Open-Source Projects

• netron

  33 26,110 9.9 JavaScript

  Visualizer for neural network, deep learning and machine learning models

Project mention: What's the best PyTorch model visualization tool? | news.ycombinator.com | 2024-04-28

Netron seems to be the best that I've seen so far. https://github.com/lutzroeder/netron

• PINTO_model_zoo

  5 3,288 9.8 Python

  A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• Linux-Fake-Background-Webcam

  16 1,563 5.7 Python

  Faking your webcam background under GNU/Linux, now supports background blurring, animated background, colour map effect, hologram effect and on-demand processing.

• awesome-tensorflow-lite

  1 1,099 0.0

  An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.

• tf-lite-unity-sample

  2 812 9.2 C#

  TensorFlow Lite Samples on Unity

• react-native-fast-tflite

  1 522 8.8 C

  🔥 High-performance TensorFlow Lite library for React Native with GPU acceleration

Project mention: Encrypted Note Editor App In React Native | dev.to | 2024-03-04

Camera and Image Captioning: For taking pictures we will use react-native-vision-camera and for generating captions from the images, react-native-quick-tflite.

• tevr-asr-tool

  9 408 5.9 C

  State-of-the-art (ranked #1 Aug 2022) German Speech Recognition in 284 lines of C++. This is a 100% private 100% offline 100% free CLI tool.

  

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• tflite2tensorflow

  2 249 0.0 Python

  Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.

• Dual-Edge-TPU-Adapter

  10 235 1.2

  Dual Edge TPU Adapter to use it on a system with single PCIe port on m.2 A/B/E/M slot

Project mention: Google Coral TPU | /r/selfhosted | 2023-05-23

• ai-hub-models

  1 208 7.1 Python

  The Qualcomm® AI Hub Models are a collection of state-of-the-art machine learning models optimized for performance (latency, memory etc.) and ready to deploy on Qualcomm® devices.

  

Project mention: Qualcomm has open sourced more than 80 AI models | news.ycombinator.com | 2024-02-28

Hi HN! I'm a member of the team that worked hard on AI Hub and AI Hub Models for the last few years. Excited to see our work show up here!!

I also encourage you take a look at our GitHub repository: https://github.com/quic/ai-hub-models

If you have questions or feature requests, you can reach out to us on Slack (https://join.slack.com/t/qualcomm-ai-hub/shared_invite/zt-2d...) or file an issue on GitHub / Huggingface. We are pretty responsive!

• nobuco

  1 185 8.7 Python

  Pytorch to Keras/Tensorflow conversion made intuitive

Project mention: Introducing Nobuco: PyTorch to Tensorflow converter. Intuitive, flexible, efficient. | /r/pytorch | 2023-07-02

Hence, [Nobuco](https://github.com/AlexanderLutsenko/nobuco). It's designed with simplicity and hackability in mind and automatically solves mismatching channel orders offering near-optimal performance. Try it, and spread the word if you like it. If not, feel free to open an issue or feature request. Any forms of contribution are highly welcome!

• hiitpi

  1 167 4.7 Python

  A workout trainer Dash/Flask app that helps track your HIIT workouts by analyzing real-time video streaming from your sweet Pi using machine learning and Edge TPU..

• tflite_flutter_helper

  1 154 0.0 Dart

  TensorFlow Lite Flutter Helper Library

• rpi-urban-mobility-tracker

  1 111 0.0 Jupyter Notebook

  The easiest way to count pedestrians, cyclists, and vehicles on edge computing devices or live video feeds.

• tensorflow-lite-YOLOv3

  2 107 0.0 Python

  YOLOv3: convert .weights to .tflite format for tensorflow lite. Convert .weights to .pb format for tensorflow serving

• coral-pi-rest-server

  44 66 0.0 Jupyter Notebook

  Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick

Project mention: BeagleY-AI: 4 TOPS-capable $70 board from Beagleboard | news.ycombinator.com | 2024-03-27

• microflow-rs

  1 58 7.8 Rust

  A Rust TinyML compiler for neural network inference on embedded systems

Project mention: TinyML: Ultra-low power Machine Learning | news.ycombinator.com | 2024-01-16

I built a Rust TinyML compiler for my master thesis project: https://github.com/matteocarnelos/microflow-rs

It uses Rust procedural macros to evaluate the model at compile time and create a predict() function that performs inference on the given model. By doing so, I was able to strip down the binary way more than TensorFlow Lite for Microcontrollers and other engines. I even managed to run a speech command recognizer (TinyConv) on an 8-bit ATmega328 (Arduino Uno).

• kivy-tensorflow-helloworld

  2 43 1.5 Jupyter Notebook

  Run inference with Tensorflow Lite on iOS, Android, MacOS, Windows and Linux using Python.

• efficientnet-lite-keras

  1 38 0.0 Python

  Keras reimplementation of EfficientNet Lite.

• zig-tflite

  1 29 0.0 Zig

  Zig binding for TensorFlow Lite

• BERT-for-Mobile

  1 29 0.0 Jupyter Notebook

  Compares the DistilBERT and MobileBERT architectures for mobile deployments.

• RPi_64-bit_Zero-2-image

  3 24 0.0

  Raspberry Pi Zero 2 W 64-bit OS image with OpenCV, TensorFlow Lite and ncnn Framework.

• vision_transformer_tf

  4 24 10.0 Jupyter Notebook

  This repository contains the TensorFlow implementation of the paper "AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE" known as vision transformers.

• SaaSHub

  www.saashub.com sponsored

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

tensorflow-lite related posts

• BeagleY-AI: 4 TOPS-capable $70 board from Beagleboard
  1 project | news.ycombinator.com | 27 Mar 2024
• TinyML: Ultra-low power Machine Learning
  5 projects | news.ycombinator.com | 16 Jan 2024
• Do you recommend Orange PI for ML or LLM projects?
  1 project | /r/OrangePI | 26 Nov 2023
• Framework for machine learning?
  1 project | /r/framework | 1 Jul 2023
• Mini PC for AI
  1 project | /r/BlueIris | 30 Jun 2023
• What are some USB devices worth using in a Home Lab Environment?
  1 project | /r/homelab | 26 Jun 2023
• Is a PCIe x1 enough for light ML tasks
  1 project | /r/homelab | 25 Jun 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 29 Apr 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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