Git Product home page Git Product logo

Comments (8)

camhart avatar camhart commented on May 22, 2024 1

@xaerincl are you planning on sharing your model?

I'd be interested in it.

from nsfw_model.

xaerincl avatar xaerincl commented on May 22, 2024

Ohh and also, i would love to see if you can share your test data so I can check how the model change in accuracy with the new class.

from nsfw_model.

jessetrana avatar jessetrana commented on May 22, 2024

(There's a bit tucked away in the "Extra Info" section on the main page about the dataset.)

from nsfw_model.

GantMan avatar GantMan commented on May 22, 2024

Hiya! I trained the model for a week, on my single GPU 1060

I'm not sure without experimenting how much data you'll need to bring in a new class. I'd love to hear how your training is going.

As for the training data, please see if it's still hosted here: #11

from nsfw_model.

xaerincl avatar xaerincl commented on May 22, 2024

A week for the inception model or for the mobilenet one?

btw your link works! any idea how can i download it using ubuntu terminal? im using paperspace to run my models.

from nsfw_model.

xaerincl avatar xaerincl commented on May 22, 2024

@GantMan btw the training data provided in your link is the same one you used to get 93% accuracy with the inceptionv3 net?

from nsfw_model.

GantMan avatar GantMan commented on May 22, 2024

@xaerincl yes!

from nsfw_model.

xaerincl avatar xaerincl commented on May 22, 2024

I just archieved 91% accuracy on the validation set with a simple mobilenet v2 (with no more layers than the original, i just changed the dimension of the last fc layer from 1000 to 5) in a full day of training with 11 complete epochs! (11cycles through all the data)

Whats was your final accuracy with the test set?

from nsfw_model.

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.