Giter VIP home page Giter VIP logo

defoggan's Issues

weighted_pyramidal_loss funcition problem

I confused about the implementation of “sumpool” which is introduced in paper in weighted_pyramidal_loss funcition.
I think this code implement “sumpool” by using keras.layers.AveragePooling2D API. For example:
yt_2 = keras.layers.AveragePooling2D((2, 2))(y_true) * 2
But I think it shoud be
yt_2 = keras.layers.AveragePooling2D((2, 2))(y_true) * 2 * 2

the axis of BatchNormalization problem

Conv2D(depth * 2, (3, 3), strides=(1, 1), activation='relu', input_shape=input_shape, padding='same', data_format='channels_first')(img_input)
BatchNormalization(axis=-1, momentum=0.99, epsilon=0.001, center=True, scale=True,.....)
I think the axis of BatchNormalization operation after conv2d shoud be 1,not be -1.

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.