edgetpu

There are 8 repositories under edgetpu topic.

PINTO_model_zoo
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.
tensorflow tensorflow-lite openvino edgetpu mediapipe coreml tensorflowjs tf-trt onnx pytorch tflite tfjs model-zoo models keras computer-vision caffe pretrained-models model tflite-models
Language:Python 3338
viseron
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.
nvr network-video-capture network-video-recorder tensorflow darknet yolo hardware-acceleration object-detection motion-detection cuda surveillance rtsp ip-camera viseron coral edgetpu google-coral hacktoberfest face-recognition license-plate-recognition
Language:Python 1437
ActionAI
smellslikeml / ActionAI
Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints
machinelearning scikit-learn tensorflow2 pose-estimation classifier human-activity-recognition human-action-recognition jetson-nano edgetpu raspberry-pi lstm
Language:Python 729
google-coral / edgetpu
Coral issue tracker (and legacy Edge TPU API source)
coral edgetpu
Language:C++ 403
dctian / DeepPiCar
Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor
artificial-intelligence autonomous-vehicles colab-notebook computer-vision convolutional-neural-networks deep-learning edgetpu end-to-end-machine-learning nvidia opencv picar python raspberry-pi sunfounder tensorflow tensorflow-tutorials transfer-learning
Language:Jupyter Notebook 387
iwatake2222 / play_with_tflite
Sample projects for TensorFlow Lite in C++ with delegates such as GPU, EdgeTPU, XNNPACK, NNAPI
tensorflow tensorflow-lite cpp opencv edgetpu deep-learning
Language:C++ 344
openvino2tensorflow
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.
openvino tensorflow pytorch onnx tensorflow-lite keras coreml tf-trt tensorrt edgetpu caffe mxnet tflite tfjs tensorflowjs converter models-converter docker
Language:Python 331
tflite2tensorflow
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.
converter coreml depthai docker edgetpu mediapipe models-conver models-converter onnx openvino tensorflow tensorflow-lite tensorflow-models tensorflowjs tensorrt tf-trt tfjs tflite
Language:Python 256
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
coral-tpu edge-ai tpu-acceleration tpu-benchmarks tpu pcie-card pcie-interface m2-module m2 coral edge-tpu tensorflow-lite edgetpu home-assistant
250
neuralet
galliot-us / neuralet
Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.
edge-ai edgetpu deep-learning deep-neural-networks jetson-nano edge-computing coral-tpu jetsonnano jetson-nano-developer-kit ros-kinetic ros ros-melodic object-detection social-distancing social-distancing-detection edge-tpu
Language:Python 236
jevois / jevois
JeVois smart machine vision framework
computer-vision machine-learning neural-networks linux arm neon cpp python edgetpu hailo myriadx
Language:C 141
hhk7734 / tensorflow-yolov4
YOLOv4 Implemented in Tensorflow 2.
yolov4 tensorflow tflite tpu coral edgetpu
Language:Python 136
NobuoTsukamoto / tflite-cv-example
TensorFlow Lite, Coral Edge TPU samples (Python/C++, Raspberry Pi/Windows/Linux).
coral deeplab detection edge-tpu edgetpu segmentation tensorflow-lite
Language:Python 114
jveitchmichaelis / edgetpu-yolo
Minimal-dependency Yolov5 export and inference demonstration for the Google Coral EdgeTPU
deep-learning edgetpu edgetpu-exporter google-coral yolov5s
Language:Python 84
PINTO0309 / HeadPoseEstimation-WHENet-yolov4-onnx-openvino
WHENet - ONNX, OpenVINO, TFLite, TensorRT, EdgeTPU, CoreML, TFJS, YOLOv4/YOLOv4-tiny-3L
tensorflow onnx tensorrt edgetpu coreml tfjs tflite
Language:Python 66
coral_usb_ros
jsk-ros-pkg / coral_usb_ros
ROS package for Coral Edge TPU USB Accelerator
coral edgetpu face-detection hacktoberfest human-pose-estimation object-detection ros semantic-segmentation training
Language:Python 50
everybody_dance_faster
smellslikeml / everybody_dance_faster
Motion transfer booth for a 1 hour everybody dance now video generation using EdgeTPU and Tensorflow 2.0
tensorflow2 motion-transfer edgetpu pix2pix-model
Language:Python 43
lemariva / raspbian-EdgeTPU
Docker with Raspbian, SSH and the Coral USB Edge TPU libraries.
coral docker dockerfile edgetpu google
Language:Dockerfile 33
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.
edge-ai edgetpu deep-learning deep-neural-networks jetson-nano edge-computing coral-tpu
Language:PureBasic 29
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.
tensorflow pytorch openvino tensorrt onnx tensorflowjs myriad mxnet edgetpu tf-trt depthai tensorflowlite tflite models models-converter
Language:Dockerfile 24
kkohtaka / edgetpu-device-plugin
Experimental Kubernetes Device Plugin for Coral Edge TPU
kubernetes device-plugin edgetpu
Language:Go 23
ikrets / rosdonkey
Drive a RC car on a track, detecting lanes using semantic segmentation. Uses Donkeycar, ROS, Raspberry Pi 4, Google Edge TPU.
autonomous-driving rc-car edgetpu ros donkeycar raspberry-pi-4 lane-segmentation robotics
Language:CMake 15
liyoung1992 / awesome-coral-edgetpu
The products,docs,resources,software,tools,scripts,models,demos
edgetpu google-coral python tensorflow
15
markus-k / bisenetv2-tf2
BiSeNet V2 TensorFlow 2 Implementation capable of running on Edge TPUs
bisenetv2 edgetpu image-segmentation image-segmentation-tensorflow machine-learning python tensorflow2 tflite
Language:Jupyter Notebook 15
adaptant-labs / edgetpu-exporter
Prometheus Exporter for EdgeTPU Metrics
edgetpu edgetpu-exporter edgetpu-metrics monitoring prometheus prometheus-exporter prometheus-metrics
Language:Go 12
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)
nvidia jetson-nano tensorflow2 tensorflow-lite edgetpu tensorflow gpu-tensorflow
Language:Jupyter Notebook 11
freedomtan / edge_tpu_python_scripts
some scripts I used to test Google's Edge TPU
edgetpu tflite python3 coral tensorflow
Language:Python 10
magic-blue-smoke / CM4-Coral-m.2-TPU
m.2 B+M Coral TPU card for Raspberry Pi CM4
computemodule coral coral-tpu edge-ai edge-tpu edgetpu home-assistant m2 pcie-interface raspberry-pi raspberrypi tensorflow-lite tpu-acceleration
10
nickoala / edgetpu-on-pi
Raspberry Pi Supplement to Coral Edge TPU Demo
coral edgetpu raspberry-pi
Language:Python 10
Onixaz / Flask-Coral-Edge-TPU
Just a simple Flask web app for Coral Edge TPU. For streaming and testing your object detection/classification models.
flask raspberry-pi edgetpu object-detection streaming webapp
Language:Python 9
d4l3k / friday
A real world application of pytorch, transfer learning and edge TPU to detect when my dog uses the restroom.
pytorch transfer-learning edgetpu machine-learning
Language:Python 8
freedomtan / edgetpu-native
edgetpu-native from https://coral.googlesource.com/edgetpu-native
edgetpu tflite label-image
Language:C++ 8
c-ai / edgetpuvision
Google cloud edge TPU edgetpuvision research/learning repo
edge-computing edgetpu googlecloud googlecloudvision coralboard
Language:Python 7
Debugalicious / Budget_diffusion
Basic Text2Image generation using a CNN designed for a coral tpu
coral-tpu edge-ai edgetpu text2image
Language:Jupyter Notebook 6
azw413 / security_camera
Person detecting security camera monitor.
computer-vision edgetpu ml object-detection opencv rust security
Language:Rust 4
darshpanchal / edgetpu-face-recognition
Face Recognition using Coral USB Accelerator, Flask and SocketIO.
flask edgetpu socket-io coral-tpu
Language:Python 4

edgetpu

PINTO0309 / PINTO_model_zoo

roflcoopter / viseron

smellslikeml / ActionAI

google-coral / edgetpu

dctian / DeepPiCar

iwatake2222 / play_with_tflite

PINTO0309 / openvino2tensorflow

PINTO0309 / tflite2tensorflow

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

galliot-us / neuralet

jevois / jevois

hhk7734 / tensorflow-yolov4

NobuoTsukamoto / tflite-cv-example

jveitchmichaelis / edgetpu-yolo

PINTO0309 / HeadPoseEstimation-WHENet-yolov4-onnx-openvino

jsk-ros-pkg / coral_usb_ros

smellslikeml / everybody_dance_faster

lemariva / raspbian-EdgeTPU

galliot-us / models

PINTO0309 / mtomo

kkohtaka / edgetpu-device-plugin

ikrets / rosdonkey

liyoung1992 / awesome-coral-edgetpu

markus-k / bisenetv2-tf2

adaptant-labs / edgetpu-exporter

fdasilva59 / DeepNano

freedomtan / edge_tpu_python_scripts

magic-blue-smoke / CM4-Coral-m.2-TPU

nickoala / edgetpu-on-pi

Onixaz / Flask-Coral-Edge-TPU

d4l3k / friday

freedomtan / edgetpu-native

c-ai / edgetpuvision

Debugalicious / Budget_diffusion

azw413 / security_camera

darshpanchal / edgetpu-face-recognition