Meet OpenMetricLearning (OML): A PyTorch-based Python Framework to Train and Validate the Deep Learning Models Producing High-Quality Embeddings

In machine learning, the challenge of effectively handling large-scale classification problems where numerous classes exist but with limited samples per class is a significant hurdle. This situation is commonplace in diverse areas such as facial recognition, re-identifying individuals or animals, landmark recognition, and search engines for e-commerce platforms. The Open Metric Learning (OML) library, developed […]

The post Meet OpenMetricLearning (OML): A PyTorch-based Python Framework to Train and Validate the Deep Learning Models Producing High-Quality Embeddings appeared first on MarkTechPost …

ai shorts animals applications artificial intelligence challenge classification deep learning diverse editors pick embeddings facial recognition framework machine machine learning per python pytorch quality recognition scale staff tech news technology train