Git Product home page Git Product logo

Comments (5)

ecophy avatar ecophy commented on May 24, 2024

Thanks a lot for great materials here :) I changed the model from SSD7 to SSD300 and set image width and height to 300 as in the original code. Then, retraining the SSD300 model was done well even after I restarted the Keras program. Please, have a nice day!

from ssd_keras.

pierluigiferrari avatar pierluigiferrari commented on May 24, 2024

The input image size got messed up at some point, which results in different spatial dimensions in all layers of the network, in particular of the predictions layer. I don't know how exactly you arrived at this point, but 10316 is exactly the number of boxes that the model outputs with the default settings in train_ssd7.ipynb with the preset image size of (300, 480).

I realize that it is not ideal that the predictor_sizes variable is hard-coded in the code cell in section 1. If you change the image size, the predictor sizes will also change, so the way the notebook is currently set up is error-prone. I'll change that.

from ssd_keras.

pierluigiferrari avatar pierluigiferrari commented on May 24, 2024

The potential source of this problem has been fixed in the latest commits and it should now no longer occur, at least not if you follow the instructions in the notebook.

from ssd_keras.

ecophy avatar ecophy commented on May 24, 2024

Thanks a lot for your kind help and great materials here ^_^ I will always keep your suggestion above in mind :) Please, have a nice day!

from ssd_keras.

pierluigiferrari avatar pierluigiferrari commented on May 24, 2024

I'll close this for now.

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

    🖖 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.