PINTO0309/PINTO_model_zoo

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.

Language: Python - Size: 180 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 3,775 - Forks: 597

roflcoopter/viseron

Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.

Language: Python - Size: 56.5 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1,972 - Forks: 212

jveitchmichaelis/edgetpu-yolo

Minimal-dependency Yolov5 and Yolov8 export and inference demonstration for the Google Coral EdgeTPU

Language: Python - Size: 31 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 115 - Forks: 33

hhk7734/tensorflow-yolov4 Fork of hunglc007/tensorflow-yolov4-tflite 📦

YOLOv4 Implemented in Tensorflow 2.

Language: Python - Size: 187 MB - Last synced at: 8 days ago - Pushed at: almost 4 years ago - Stars: 135 - Forks: 75

galliot-us/neuralet

Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.

Language: Python - Size: 21.3 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 241 - Forks: 71

PINTO0309/HeadPoseEstimation-WHENet-yolov4-onnx-openvino

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

Language: Python - Size: 149 KB - Last synced at: 28 days ago - Pushed at: about 2 years ago - Stars: 69 - Forks: 8

just5ky/edgetpu-exporter Fork of adaptant-labs/edgetpu-exporter

Prometheus Exporter for EdgeTPU Metrics

Language: Go - Size: 125 KB - Last synced at: about 22 hours ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

google-coral/edgetpu

Coral issue tracker (and legacy Edge TPU API source)

Language: C++ - Size: 446 MB - Last synced at: 21 days ago - Pushed at: over 3 years ago - Stars: 442 - Forks: 125

dctian/DeepPiCar

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

Language: Jupyter Notebook - Size: 138 MB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 405 - Forks: 272

NobuoTsukamoto/tflite-cv-example

TensorFlow Lite, Coral Edge TPU samples (Python/C++, Raspberry Pi/Windows/Linux).

Language: Python - Size: 56.2 MB - Last synced at: 7 days ago - Pushed at: 8 months ago - Stars: 121 - Forks: 15

iwatake2222/play_with_tflite

Sample projects for TensorFlow Lite in C++ with delegates such as GPU, EdgeTPU, XNNPACK, NNAPI

Language: C++ - Size: 9.55 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 369 - Forks: 79

liyoung1992/awesome-coral-edgetpu

The products,docs,resources,software,tools,scripts,models,demos

Size: 5.86 KB - Last synced at: 3 days ago - Pushed at: almost 5 years ago - Stars: 16 - Forks: 1

jevois/jevois

JeVois smart machine vision framework

Language: C - Size: 94.9 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 152 - Forks: 56

PINTO0309/tflite2tensorflow 📦

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.

Language: Python - Size: 33.8 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 267 - Forks: 42

galliot-us/models

Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.

Language: PureBasic - Size: 186 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 6

embetrix/meta-coral-ai

Google Coral Dev Board Yocto Layer

Language: BitBake - Size: 37.1 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

PINTO0309/openvino2tensorflow 📦

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 host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support.

Language: Python - Size: 11.6 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 339 - Forks: 39

adaptant-labs/edgetpu-exporter

Prometheus Exporter for EdgeTPU Metrics

Language: Go - Size: 21.5 KB - Last synced at: 22 days ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 3

lemariva/raspbian-EdgeTPU

Docker with Raspbian, SSH and the Coral USB Edge TPU libraries.

Language: Dockerfile - Size: 1.66 MB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 35 - Forks: 15

kkohtaka/edgetpu-device-plugin

Experimental Kubernetes Device Plugin for Coral Edge TPU

Language: Go - Size: 3.19 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 25 - Forks: 8

d4l3k/friday

A real world application of pytorch, transfer learning and edge TPU to detect when my dog uses the restroom.

Language: Python - Size: 121 KB - Last synced at: 27 days ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 1

edward62740/EdgeTPU-MOT

Language: C++ - Size: 659 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

redlogo/RPi-Stream

High FPS live stream Raspberry Pi cam with object detection by Google Coral EdgeTPU

Language: Python - Size: 4.34 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

smellslikeml/ActionAI

Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints

Language: Python - Size: 200 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 697 - Forks: 186

jsk-ros-pkg/coral_usb_ros

ROS package for Coral Edge TPU USB Accelerator

Language: Python - Size: 48.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 50 - Forks: 35

markus-k/bisenetv2-tf2

BiSeNet V2 TensorFlow 2 Implementation capable of running on Edge TPUs

Language: Jupyter Notebook - Size: 4.12 MB - Last synced at: about 15 hours ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 1

c-ai/edgetpuvision

Google cloud edge TPU edgetpuvision research/learning repo

Language: Python - Size: 19.5 MB - Last synced at: 12 months ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 5

smiljanic997/traffic-sign-recoginition

Traffic sign recognition for Raspberry Pi with Coral USB Accelerator.

Language: Python - Size: 11.8 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

McBuggyB/Budget_diffusion

Basic Text2Image generation using a CNN designed for a coral tpu

Language: Jupyter Notebook - Size: 24.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

PINTO0309/mtomo

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.

Language: Dockerfile - Size: 2.09 MB - Last synced at: 27 days ago - Pushed at: about 4 years ago - Stars: 24 - Forks: 1

adhiiisetiawan/optimization-EdgeTPU

This repository contains experiments optimization on EdgeTPU

Language: Jupyter Notebook - Size: 6.32 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

magic-blue-smoke/Dual-Edge-TPU-Adapter

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

Size: 987 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 200 - Forks: 2

fdasilva59/DeepNano

This project contains a set of scripts to facilitate the setup of the Jetson Nano for doing Deep Learning with Tensorflow 2.0 (and also with Coral TPU Edge)

Language: Jupyter Notebook - Size: 22.5 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 4

darshpanchal/face-recognition

Face recognition on video using edgetpu.

Language: Python - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

darshpanchal/edgetpu-face-recognition

Face Recognition using Coral USB Accelerator, Flask and SocketIO.

Language: Python - Size: 7.81 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

jiankaiwang/aiot

In this repository, we introduce several edge-AI platforms and demonstrate how to use them from scratch. Most of them are expanded from the concept of IoT.

Language: Jupyter Notebook - Size: 563 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

michaelwnau/coral_reef

A framework to make Google Coral hardware easier to install, manage, develop, test, and deploy.

Language: Python - Size: 27.3 KB - Last synced at: about 20 hours ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Onixaz/Flask-Coral-Edge-TPU

Just a simple Flask web app for Coral Edge TPU. For streaming and testing your object detection/classification models.

Language: Python - Size: 4.12 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 2

jarleven/Salmon

Project to detect and classify fish in a river

Language: Jupyter Notebook - Size: 2.68 GB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

baudneo/neo-zmeventnotification Fork of ZoneMinder/zmeventnotification

Machine Learning powered Secure Websocket & MQTT based ZoneMinder event notification server

Language: Perl - Size: 22.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

nickoala/edgetpu-on-pi 📦

Raspberry Pi Supplement to Coral Edge TPU Demo

Language: Python - Size: 17.6 KB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 4

waterviewsrl/swiss-army-keras Fork of yingkaisha/keras-unet-collection

A library to help with the development of AI models with Keras, with a focus on edge / IoT applications. Based originally on https://github.com/yingkaisha/keras-unet-collection

Language: Python - Size: 16.5 MB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

smellslikeml/everybody_dance_faster

Motion transfer booth for a 1 hour everybody dance now video generation using EdgeTPU and Tensorflow 2.0

Language: Python - Size: 96.1 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 41 - Forks: 8

Nathanlloyd7/DriveAwAI

Final Year Project - Traffic Sign Detection on a custom Raspberry Pi RC car. Manual and Autonomous.

Language: Jupyter Notebook - Size: 234 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

ikrets/rosdonkey

Drive a RC car on a track, detecting lanes using semantic segmentation. Uses Donkeycar, ROS, Raspberry Pi 4, Google Edge TPU.

Language: CMake - Size: 10.8 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 8 - Forks: 3

thinkski/coralvid

Command line tool for capturing video with the Google Coral EdgeTPU camera module. Akin to raspivid for the Raspberry Pi.

Language: C++ - Size: 18.6 KB - Last synced at: 3 days ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

azw413/security_camera

Person detecting security camera monitor.

Language: Rust - Size: 3.32 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

freedomtan/edge_tpu_python_scripts

some scripts I used to test Google's Edge TPU

Language: Python - Size: 19.5 KB - Last synced at: 18 days ago - Pushed at: almost 6 years ago - Stars: 10 - Forks: 1

alejandrods/Benchmark-EdgeTPU-HWNAS

Comparative of the performance of computer vision models designed by hand and models designed using Hardware-Aware Neural Architecture Search (HW-NAS)

Language: Python - Size: 177 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

hav4ik/eyesight

A python framework for designing high-performance Computer Vision pipelines at the Edge. Supports Coral Edge TPU, Raspberry Pi Camera, and more.

Language: Python - Size: 176 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

mattiantonini/edgetpu-compiler-container

Docker container for Google EdgeTPU compiler

Language: Dockerfile - Size: 1.15 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 1

freedomtan/edgetpu-native

edgetpu-native from https://coral.googlesource.com/edgetpu-native

Language: C++ - Size: 4.17 MB - Last synced at: 8 days ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 3