edge-tpu-tiny-yolo vs pycoral

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edge-tpu-tiny-yolo		pycoral
	Project
1	Mentions	8
100	Stars	326
-	Growth	9.5%
1.8	Activity	4.3
almost 4 years ago	Latest Commit	2 months ago
Python	Language	Python
MIT License	License	Apache License 2.0

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

edge-tpu-tiny-yolo

Posts with mentions or reviews of edge-tpu-tiny-yolo. We have used some of these posts to build our list of alternatives and similar projects.

Deploying deep learning models on Raspberry Pi 4 B
1 project | /r/raspberry_pi | 19 Feb 2021

The accelerator requires a tensorflow model. Here is someone's example to maybe get you going. Looks like some of the ops in the net aren't supported on the TPU, so you have to replace them with alternatives.

pycoral

Posts with mentions or reviews of pycoral. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-10.

I am trying to get Google Coral TPU (USB) to work on the latest Mac OS (Ventura). I can’t find suitable PyCoral for this OS. Only older OS are supported. I run Intel Mac Mini from 2014. My ultimate goal is to run Frigate NVR on a container on this Mac. What to do?
1 project | /r/MacOS | 18 Mar 2023

I’m sorry to hear that you’re having trouble finding a suitable version of PyCoral for macOS Ventura. Unfortunately, I couldn’t find any information about PyCoral support for macOS Ventura either. However, one possible solution could be to build and install PyCoral from source on your Mac using Python 3.9.x or downgrade Python to 3.8.x and install PyCoral again. You can find the PyCoral source code on GitHub. Frigate NVR is designed around the expectation that a Coral TPU is used to achieve very low inference speeds. Offloading TensorFlow to the Google Coral is an order of magnitude faster and will reduce your CPU load dramatically.
Best home security system/cameras
3 projects | /r/homeautomation | 10 Sep 2021

Frigate NVR is an awesome open source project that not only provides recording capabilities, but also object detection with very good performance utilizing Coral AI's EdgeTPU. It also integrates well with Home Assistant so it opens up the door to do basically whatever you want.
[FS] Google Coral Mini PCIe Accelerator w/ PCIe adapter
1 project | /r/homelabsales | 7 Aug 2021

I’ve never heard of Google Coral but it’s really neat. https://coral.ai
Zwave with docker on synology not working
1 project | /r/synology | 2 Aug 2021

I guess because it'll be supported longer? I don't use photos or moments, so there were zero reasons to upgrade. I would lose out of the box ability to use my zwave/zigbee stick and coral.ai stick without workarounds. Plex migration to DSM7 seemed like a pain also (with more drawbacks), but I moved my Plex install to Docker to prevent any future breaking from DSM updates
IP Camera monitor with Atomic Pi and Coral Edge TPU
1 project | /r/Atomic_Pi | 12 Jul 2021

I checked all the official distributors listed on https://coral.ai/products/accelerator/ and Mouser has ~1300 in stock (https://www.mouser.com/ProductDetail/Coral/G950-01456-01) for MSRP of $59.99. There are some on Amazon marked up to $85.
Can Google Coral be installed in a DS916+?
1 project | /r/synology | 11 May 2021

Google Coral is an offline/private image processor and is pretty amazing. You can read about it here: https://coral.ai/
Machine Learning HomeLab
2 projects | /r/homelab | 26 Apr 2021

Have you considered a Google Coral?
How do you install TF (and TFLite) on a Raspberry Pi Zero?
2 projects | /r/tensorflow | 12 Feb 2021

'pip3 install https://github.com/google-coral/pycoral/releases/download/release-frogfish/tflite_runtime-2.5.0-cp37-cp37m-linux_armv7l.whl'

What are some alternatives?

When comparing edge-tpu-tiny-yolo and pycoral you can also consider the following projects:

yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Keras - Deep Learning for humans

tensorflow-yolov4-tflite - YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

alarmo - Easy to use alarm system integration for Home Assistant

tensorflow-yolo-v3 - Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)

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

yolo-tf2 - yolo(all versions) implementation in keras and tensorflow 2.x

hiitpi - 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..

yolov4-custom-functions - A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.

noonlight-hass - HomeAssistant integration for Noonlight

xview-yolov3 - xView 2018 Object Detection Challenge: YOLOv3 Training and Inference.

build - Build-related tools for TensorFlow