cutmix-augmentation

There are 0 repository under cutmix-augmentation topic.

• anirudhs123 / Music-Instrument-Classification

  In this project we use a Lightweight-CNN based model to classify instruments from the Freesound audio data set. We make use of Mel-Spectrogram features from the input audio data as the input to the CNN model. To add robustness to the model, we use a novel data augmentation technique based on the Cut-Mix algorithm.

  cnncutmix-augmentationpruningmel-spectrogramhyperparameter-tuningclass-activation-maps
  Language:Jupyter Notebook 3

• sayannath / CutMix-Augmentation-Keras

  Implementation of CutMix Augmentation with Keras.

  kerastensorflow2augmentationcutmixcutmix-augmentation
  Language:Jupyter Notebook 2

• ar8372 / CutMix-Regularization-Strategy-to-Train-Strong-Classifiers-with-Localizable-Features

  Through this project we will try to understand CutMix by implementing it on a simple problem of cat-vs-dog classification.

  cutmix-augmentationlocalizable-featurespaper-implementationregularization-methods
  Language:Jupyter Notebook 1

• ZJLAB-AMMI / DeMix

  Python codes to implement DeMix, a DETR assisted CutMix method for image data augmentation

  classificationcutmix-augmentationdetection-transformermixupms-cocoresnettransformer
  Language:Python 0

• NamanMakkar / UoE-INFR11031-Advanced-Vision-CW-21-22

  This repository contains the code and the report for the coursework of INFR11031 Advanced Vision, a postgraduate course offered at The University of Edinburgh. The task was to train on limited and improve the accuracy of the ResNet-50 classifier on a small subset of the ImageNet dataset containing 50K training images and 50K test images. Achieved a mark of 74%

  autoaugmentcutmix-augmentationimagenetlimited-datamixup-cutmixrandaugmentresnetgelumishadversarial-trainingswishmixed-precision-training
  Language:Jupyter Notebook