Giter Site home page Giter Site logo

pinto0309 / tpu-mobilenetssd Goto Github PK

View Code? Open in Web Editor NEW
82.0 11.0 22.0 52.05 MB

Edge TPU Accelerator / Multi-TPU + MobileNet-SSD v2 + Python + Async + LattePandaAlpha/RaspberryPi3/LaptopPC

Home Page: https://qiita.com/PINTO

License: MIT License

Python 84.66% Shell 15.34%
mobilenetssd mobilenetv2 opencv tpu tensorflowlite tensorflow-lite google raspberrypi lattepanda python

tpu-mobilenetssd's Issues

Freezing and tflite transformation of model

Interesting work!
I am trying to set up my hobby project, but need to transform my custom tensorflow model I found(it's also mobilenet). I can't get it running on my edge TPU, I guess I did something wrong in process of transforming model to tflite. Could yu please provide information how you transformed model(freezing and tflite transformation)?

I found freezed model in this script and then transformed it to tflite with

converter = tf.contrib.lite.TFLiteConverter.from_frozen_graph(path_to_pb_file: str, input_arrays= ['input'], output_arrays=['output'])
tflite_model = converter.convert()

Any tips will be greatly appreciated!

Raspberry Pi 3 + Google TPU?

Hi,

Thanks for your sharing!

The Core m3 seems more powerful than other SoCs, Do you have plan to try TPU with RP3?

Thanks.

BRs,
Lee

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.