Self-Supervised YOLO: Leveraging Contrastive Learning for Label-Efficient Object Detection

Manikanta Kotthapalli, Reshma Bhatia, Nainsi Jain

One-stage object detectors such as the YOLO family achieve state-of-the-art performance in real-time vision applications but remain heavily reliant on large-scale labeled datasets…