Giter Club home page Giter Club logo

keras-inceptionv4's Introduction

keras-inceptionV4

Keras implementation of Google's inception v4 model with ported weights!

As described in: Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning (Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, Alex Alemi)

Note this Keras implementation tries to follow the tf.slim definition as closely as possible.

Pre-Trained weights for this Keras model can be found here: https://github.com/kentsommer/keras-inceptionV4/releases

Once you have downloaded the inception_v4_pretrained.h5, you can evaluate a sample image by performing the following:

  • $ python evaluate_image.py
Class is: African elephant, Loxodonta africana
Certainty is: 0.938018

Performance Metrics (@Top5, @Top1)

I will be verifying and posting these performance metrics within the next week and a half (by 2/7/2017)

keras-inceptionv4's People

Watchers

James Cloos avatar  avatar paper2code - bot avatar

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.