Spatially Optimized Compact Deep Metric Learning Model for Efficient Similarity Search

A spatially optimized compact deep metric learning model that utilizes a single layer of involution feature extractor alongside a compact convolution model to significantly enhance the performance of similarity search while maintaining a small model size.