Giter VIP home page Giter VIP logo

Comments (4)

fferroni avatar fferroni commented on July 29, 2024

If you have changed the initial convolutional stacks from a VGG to a residual type architecture, you simply need to ensure that the output convolved tensors are the same after each of these two stacks. If you do so, you needn't change anything in the prior boxes.

from ssd_keras.

KevinYuk avatar KevinYuk commented on July 29, 2024

@fferroni Thanks very much for your comments.
As is known, the topology of VGG and resnet are different from each other, and their output convolution tensors are not the same.
My understanding is that prior_boxes_ssd300.pkl is the weights of VGG network part in SSD. That means if we change the imagenet part of the SSD from VGG to resnet, we have to pre-train this new imagenet network(aka: resnet) in the new SSD topology. Am I right?

from ssd_keras.

gcucurull avatar gcucurull commented on July 29, 2024

@KevinYuk prior_boxes_ssd300.pkl are the default bounding boxes used by SSD, not the weights of the VGG part.

from ssd_keras.

KevinYuk avatar KevinYuk commented on July 29, 2024

Hi @gcucurull ,

Thanks for your comments. If prior_boxes_ssd300.pkl are the default bounding boxes used by SSD, could I set prior_boxes_ssd300.pkl any value if I want to train the SSD network?

Thanks a lot.

from ssd_keras.

Related Issues (20)

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.