Do ImageNet Classifiers Generalize to ImageNet?
Benjamin RechtRebecca RoelofsLudwig SchmidtVaishaal ShankarPublished in: ICML (2019)
Keyphrases
- linear svm
- classifier training
- linear classifiers
- image collections
- hierarchical structure
- million images
- multi class
- logistic regression
- support vector
- decision trees
- training data
- neural network
- machine learning
- inter related
- feature selection
- classification rate
- image classification
- feature set
- visual information
- object categories
- hyperplane
- classification models
- object classes
- ensemble learning
- classification algorithm
- naive bayes
- web scale
- classifier combination
- target class
- image database
- image retrieval