RetailKLIP : Finetuning OpenCLIP backbone using metric learning on a single GPU for Zero-shot retail product image classification.
Muktabh Mayank SrivastavaPublished in: CoRR (2023)
Keyphrases
- metric learning
- image classification
- distance metric learning
- distance metric
- machine learning and pattern recognition
- pairwise
- nearest neighbor classification
- multi task
- semi supervised
- person re identification
- feature extraction
- dimensionality reduction
- learning tasks
- mahalanobis metric
- computer vision
- multiple features
- distance function
- image representation
- sparse coding
- object recognition
- pattern recognition
- support vector
- similarity measure