A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification.
Gabriel Toshio Hirokawa HigaJoyce Katiuccia Medeiros Ramos CarvalhoPaolo Brito Pascoalini ZanoniGisele Braziliano de AndradeHemerson PistoriPublished in: CoRR (2024)
Keyphrases
- machine learning
- image classification
- image dataset
- machine learning methods
- image database
- pattern recognition
- decision trees
- image set
- image data
- image collections
- input image
- supervised machine learning
- machine learning algorithms
- text classification
- supervised learning
- image analysis
- ground truth
- image registration
- image retrieval
- support vector machine
- feature vectors
- supervised classification
- object recognition
- feature selection
- outdoor images
- support vector
- test images
- machine learning approaches
- feature set
- preprocessing stage
- image features
- model selection
- segmentation method
- training set
- three dimensional
- thematic mapper
- street view
- pigmented skin lesions
- handwritten digits
- extracted features
- edge detection
- active learning
- multiscale
- computer vision
- learning algorithm