RetailKLIP: Finetuning OpenCLIP Backbone Using Metric Learning on a Single GPU for Zero-Shot Retail Product Image Classification.
Muktabh Mayank SrivastavaPublished in: VISIGRAPP (3): VISAPP (2024)
Keyphrases
- metric learning
- image classification
- distance metric learning
- distance metric
- pairwise
- learning tasks
- semi supervised
- nearest neighbor classification
- multi task
- machine learning and pattern recognition
- feature space
- image features
- distance function
- dimensionality reduction
- mahalanobis metric
- person re identification
- image representation
- multiple features
- class specific
- feature extraction
- data sets
- nearest neighbor
- multi class
- prior knowledge
- object recognition
- pattern recognition
- support vector
- feature selection
- neural network