cutmix-augmentation

Here are 6 public repositories matching this topic...

Language:All

Filter by language

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.

cnn pruning hyperparameter-tuning class-activation-maps mel-spectrogram cutmix-augmentation

UpdatedSep 21, 2021
Jupyter Notebook

sayannath /CutMix-Augmentation-Keras

Star2

Implementation of CutMix Augmentation with Keras.

keras augmentation tensorflow2 cutmix cutmix-augmentation

UpdatedJun 14, 2021
Jupyter Notebook

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

Star1

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

regularization-methods paper-implementation cutmix-augmentation localizable-features

UpdatedDec 6, 2022
Jupyter Notebook

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

Star0

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. Achieve…

swish imagenet resnet limited-data adversarial-training autoaugment gelu mixed-precision-training mish randaugment mixup-cutmix cutmix-augmentation