Git Product home page Git Product logo

junthbasnet / traffic-sign-classification-using-convnets Goto Github PK

View Code? Open in Web Editor NEW
4.0 2.0 0.0 59.02 MB

🚸⛔Novel Deep Convolutional Network is proposed for traffic sign classification that achieves outstanding performance on GTSRB surpassing the best human performance of 98.84%.

License: MIT License

Jupyter Notebook 100.00%
traffic-sign-classification advanced-driver-assistance-systems gtsrb-dataset convolutional-neural-networks deep-neural-networks machine-learning traffic-sign-recognition

traffic-sign-classification-using-convnets's People

Stargazers

 avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

traffic-sign-classification-using-convnets's Issues

Model architecture

Hi!
Models on this links are unactive :(

  1. LeNet-5
    https://app.wandb.ai/junth/traffic-sign-recognition-classifier/runs/sfserq93?workspace=user-junth
  2. LeNet-5 + Contrast Enhancement
    https://app.wandb.ai/junth/traffic-sign-recognition-classifier/runs/kcebxhfe?workspace=user-junth
  3. LeNet-5 + Contrast Enhancement + Augmentation(3000)
    https://app.wandb.ai/junth/traffic-sign-recognition-classifier/runs/qc0c461b?workspace=user-junth
  4. Deep LeNet-5 + Contrast Enhancement + Augmentation(3000)
    https://app.wandb.ai/junth/traffic-sign-recognition-classifier/runs/zllcbd7m?workspace=user-junth
  5. Deep LeNet-5 + Contrast Enhancement + Augmentation(4500) + Regularization
    https://app.wandb.ai/junth/traffic-sign-recognition-classifier/runs/2atxo1cf?workspace=user-junth

In the project I found 5 trained models (.h5 format). Can you provide notebooks with untrained models ? (in .ipynb format)

my email : [email protected]
Thanks!

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.