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Search results for tensorflow tflite

79 search results found

Pinto_model_zoo ⭐ 3,121

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.

Tensorflow Yolov4 Tflite ⭐ 2,135

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

Tensorflow Onnx ⭐ 2,133

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

Deepcamera ⭐ 1,506

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

Animeganv3 ⭐ 1,447

Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.

Awesome Tensorflow Lite ⭐ 1,111

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

Tensorflowasr ⭐ 890

⚡ TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords

Android Tensorflow Lite Example ⭐ 741

Android TensorFlow Lite Machine Learning Example

Backscrub ⭐ 693

Virtual Video Device for Background Replacement with Deep Semantic Segmentation

Yolov4 Custom Functions ⭐ 533

A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.

Tensorflow Bin ⭐ 480

Prebuilt binary with Tensorflow Lite enabled. For RaspberryPi / Jetson Nano. Support for custom operations in MediaPipe. XNNPACK, XNNPACK Multi-Threads, FlexDelegate.

Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.

Exporters ⭐ 463

Export Hugging Face models to Core ML and TensorFlow Lite

Onnx2tf ⭐ 461

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

Cfu Playground ⭐ 434

Want a faster ML processor? Do it yourself! -- A framework for playing with custom opcodes to accelerate TensorFlow Lite for Microcontrollers (TFLM). . . . . . Online tutorial: https://google.github.io/CFU-Playground/ For reference docs, see the link below.

React Native Fast Tflite ⭐ 429

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

Virtual Background ⭐ 423

Demo on adding virtual background to a live video stream in the browser

Tflite_gles_app ⭐ 387

GPU accelerated deep learning inference applications for RaspberryPi / JetsonNano / Linux PC using TensorflowLite GPUDelegate / TensorRT

Go Tflite ⭐ 275

Go binding for TensorFlow Lite

Openvino2tensorflow ⭐ 262

This script converts the ONNX/OpenVINO IR model to Tensorflow's saved_model, tflite, h5, tfjs, tftrt(TensorRT), CoreML, EdgeTPU, ONNX and pb. PyTorch (NCHW) -> ONNX (NCHW) -> OpenVINO (NCHW) -> openvino2tensorflow -> Tensorflow/Keras (NHWC/NCHW) -> TFLite (NHWC/NCHW). And the conversion from .pb to saved_model and from saved_model to .pb and from .pb to .tflite and saved_model to .tflite and saved_model to onnx. Support for building environments with Docker. It is possible to directly access the

Compute Engine ⭐ 232

Highly optimized inference engine for Binarized Neural Networks

Chinesettstflite ⭐ 186

Android Chinese TTS Engine Base On Tensorflow TTS , use for TfLite Models Test。安卓离线中文TTS引擎，在TensorflowTTS基础上开发，用于TfLite模型测试。

Tflite2tensorflow ⭐ 186

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.

Tensorflowlite Bin ⭐ 185

Prebuilt binary for TensorFlowLite's standalone installer. For RaspberryPi. A very lightweight installer. I provide a FlexDelegate, MediaPipe Custom OP and XNNPACK enabled binary.

Hair Segmentation ⭐ 169

hair segmentation in mobile device

Tensorflow_realtime_multi Person_pose_estimation ⭐ 162

Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3

Tflite React Native ⭐ 133

React Native library for TensorFlow Lite

Tflite2onnx ⭐ 132

Convert TensorFlow Lite models (*.tflite) to ONNX.

Pytorch to Keras/Tensorflow conversion made intuitive

Tflite_native ⭐ 125

A Dart interface to TensorFlow Lite (tflite) through dart:ffi

Tensorflow Yolov4 ⭐ 115

YOLOv4 Implemented in Tensorflow 2.

Poseestimation Tfliteswift ⭐ 115

The baseline project for inferencing various Pose Estimation tflite models with TFLiteSwift on iOS

Tensorflow Lite Yolov3 ⭐ 102

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

Parse TFLite models (*.tflite) EASILY with Python. Check the API at https://zhenhuaw.me/tflite/docs/

Tensorflow Lite Rest Server ⭐ 74

Expose tensorflow-lite models via a rest API using FastAPI

Onnx_tflite_yolov3 ⭐ 65

A Conversion tool to convert YOLO v3 Darknet weights to TF Lite model (YOLO v3 PyTorch > ONNX > TensorFlow > TF Lite), and to TensorRT (YOLO v3 Pytorch > ONNX > TensorRT).

Cartoonizer With Tflite ⭐ 64

How to create a Cartoonizer with TensorFlow Lite models.

Psychopathology Fer Assistant ⭐ 62

[WINNER! 🏆] Psychopathology FER Assistant. Because mental health matters. My project submission for #TFWorld TF 2.0 Challenge at Devpost.

Mousehunter Edge ⭐ 54

Cat with prey detection on Raspberry Pi. Lock cat pet flap if prey is detected. Object detection implemented in TFLite with ImageNet v1 SSD. Inference on EdgeTPU (Google Coral USB). Stores images on AWS S3 and sends notifications to iOS device.

Headposeestimation Whenet Yolov4 Onnx Openvino ⭐ 51

WHENet - ONNX, OpenVINO, TFLite, TensorRT, EdgeTPU, CoreML, TFJS, YOLOv4/YOLOv4-tiny-3L

Mai21 Learned Smartphone Isp ⭐ 43

The official codebase for the Learned Smartphone ISP Challenge in MAI @ CVPR 2021

Mobileqa ⭐ 39

离线端阅读理解应用 QA for mobile, Android & iPhone

Torch2tflite ⭐ 37

PyTorch to TensorFlow Lite converter

Tflite Vx Delegate ⭐ 35

Tensorflow Lite external delegate based on TIM-VX

Efficientnet Lite Keras ⭐ 32

Keras reimplementation of EfficientNet Lite.

Android_tflite ⭐ 30

GPU Accelerated TensorFlow Lite applications on Android NDK. Higher accuracy face detection, Age and gender estimation, Human pose estimation, Artistic style transfer

Infery Examples ⭐ 28

A collection of demo-apps and inference scripts for various deep learning frameworks using infery (Python).

Tflite Yolov3 Gpu Ready ⭐ 27

YOLO v3 TensorFlow Lite iOS GPU acceleration. Training from scratch and making a GPU accelerated mobile application.

Photils Cli ⭐ 27

photils-cli is an application that passes an image through a neural network, classifies it, and extracts the suggested tags. Everything happens offline without the need that your data are sent over the internet.

Hand Gesture Recognition Mediapipe ⭐ 24

This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points. Handpose is estimated using MediaPipe.

German_license_plate_recognition ⭐ 23

Android camera app for automatic recognition of German license plates using TensorFlow / TensorFlow Lite 2.4.1

Dl Benchmark ⭐ 21

Deep Learning Inference benchmark. Supports Intel® Distribution of OpenVINO™ Toolkit, Caffe, TensorFlow, TensorFlow Lite, ONNX Runtime, OpenCV DNN, MXNet, PyTorch and Apache TVM

Tensorflow Lite Kotlin Samples ⭐ 18

📌This repo contains the kotlin implementation of TensorflowLite Example Android Apps🚀

Multiple types of NN model optimization environments. It is possible to directly access the host PC GUI and the camera to verify the operation. Intel iHD GPU (iGPU) support. NVIDIA GPU (dGPU) support.

Fat Fast Adjustable Threshold ⭐ 17

This is th code to FAT method with links to quantized tflite models. (CC BY-NC-ND)

Tflite Tutorials ⭐ 16

End-to-end tutorials on how to create TensorFlow Lite (TFLite) models!

Tflite2json2tflite ⭐ 15

Convert tflite to JSON and make it editable in the IDE. It also converts the edited JSON back to tflite binary.

Running Pre-trained Machine Learning Model in Godot.

Kaldi Tflite ⭐ 14

Convert kaldi feature extraction and nnet3 models into Tensorflow Lite models. Currently aimed at converting kaldi's x-vector models and diarization pipelines to tensorflow models.

Google Summer Of Code 2021 Tensorflow ⭐ 14

📌Final submission for Google Summer of Code at @Tensorflow ❤️

Hand Gesture Recognition Using Onnx ⭐ 14

This is a hand gesture recognition program that replaces the entire MediaPipe process with ONNX. Simultaneous detection of multiple palms and a simple tracker are additionally implemented. In addition, a simple MLP can learn and recognize gestures.

Tensorflow Quantization Example ⭐ 14

TensorFlow Quantization Example, for TensorFlow Lite

Illicit Illustrations ⭐ 13

Bringing Computer Vision and Flutter together , to build an awesome app !!

Instagrain ⭐ 13

A camera for measuring sediment grain sizes with edge ML

Gldelegatebenchmark ⭐ 12

quick and dirty benchmark for TFLite gles delegate on iOS

Whisper_android ⭐ 12

Offline Speech Recognition with OpenAI Whisper and TensorFlow Lite for Android

Transformers Android Demo ⭐ 11

📲 Transformers android examples (Tensorflow Lite & Pytorch Mobile)

German Tts ⭐ 11

German Tacotron 2 and Multi-band MelGAN in TensorFlow with TF Lite inference support

American Sign Language to English real time Conversion App

Compressed Dnns Forget ⭐ 9

Minimal Reproducibility Study of (https://arxiv.org/abs/1911.05248). Experiments with Compression of Deep Neural Networks

Tensorflow_model_quantization ⭐ 8

A tutorial of model quantization using TensorFlow

Flutter Face Mask Detection ⭐ 7

A flutter app to check whether person wear a mask or not

Tflite Ultra Fast Lane Detection Inference ⭐ 7

Example scripts for the detection of lanes using the ultra fast lane detection model in Tensorflow Lite.

Edge_tpu_python_scripts ⭐ 7

some scripts I used to test Google's Edge TPU

Python_tflite_for_amazonlinux ⭐ 7

Python TensorFlow Lite (tflite) for amazonlinux/aws lambda.

📳 From training and deployment of ViTs to development of real-time cross-platform mobile apps!

Freecodecamp Tflite ⭐ 6

Introductory tutorial on converting a TensorFlow model to TFLite model

Gru_recycling_android ⭐ 5

This repository contains state of the art recycling android application that uses TensorFlow Lite deep learning framework to identify recyclable from camera and calculate the amount before send it over to recycling agent.

Flw Net Onnx2tf Sample ⭐ 5

Low-Light Image Enhancementモデルであるhitzhangyu/FLW-NetのPythonでのONNX、T

Irdebitcardscanner ⭐ 5

Iranian debit card (credit card) real-time scanner using Deep Learning and TensorFlow Lite for Android.

Edge Tpu Safe Bike ⭐ 5

An application of realtime object-detection running on an Edge TPU for making cycling in busy cities a little less terrifying.

Movement Classification ⭐ 5

Classification of movement types like walking, running using motion capture(BVH) file from CMU dataset.

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