Proto-Adapter: Efficient Training-Free CLIP-Adapter for Few-Shot Image Classification.
Naoki KatoYoshiki NotaYoshimitsu AokiPublished in: Sensors (2024)
Keyphrases
- image classification
- industry standard
- computationally expensive
- training set
- bag of words
- image representation
- training samples
- online learning
- high speed
- supervised learning
- video sequences
- training examples
- cost effective
- video data
- key frames
- detection algorithm
- visual features
- computationally efficient
- lightweight
- database
- object detection
- support vector machine
- feature extraction
- high level
- decision trees
- neural network