Performance Evaluation of Deep Learning Models for Image Classification Over Small Datasets: Diabetic Foot Case Study.
Abian Hernandez-GuedesIdafen Santana-PérezNatalia Arteaga-MarreroHimar FabeloGustavo Marrero CallicóJuan Ruiz-AlzolaPublished in: IEEE Access (2022)
Keyphrases
- learning models
- image classification
- case study
- semi supervised learning
- machine learning
- learning algorithm
- loss function
- machine learning algorithms
- learning problems
- learning tasks
- feature extraction
- conditional random fields
- classification models
- real world
- machine learning models
- hidden markov models
- image representation
- feature set
- bag of words
- active learning
- sparse coding
- prior knowledge
- evolutionary algorithm
- data sets