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@scrypted/tensorflow-lite

v0.1.70

Published

Scrypted Tensorflow Lite Object Detection

Downloads

4,138

Vulnerabilities

Powered byPowered by Snyk
  • 0High
  • 0Medium
  • 0Low

Links

Maintainers

koushkoushbjia56bjia56billyzoellersbillyzoellersapocaliss92apocaliss92

Keywords

scryptedplugintensorflowcoraltpuedgemotionobjectdetectdetectionpeopleperson

Readme

TensorFlow Lite Object Detection for Scrypted

This plugin adds object detection capabilities to any camera in Scrypted. Having a fast GPU and CPU is highly recommended. Edge TPU (Coral.ai) is also supported.

The Tensorflow Lite Plugin should only be used if you are a Scrypted NVR user. It will provide no benefits to HomeKit, which does its own detection processing.

EdgeTPU Docker Instructions

To use a Coral EdgeTPU within docker, the docker host must install the EdgeTPU drivers:

  • EdgeTPU USB Drivers: https://coral.ai/docs/accelerator/get-started/
  • EdgeTPU M.2 or PCIe Drivers: https://coral.ai/docs/m2/get-started/
cd ~/.scrypted
docker compose down
docker compose up -d