Can I read LP-OVOD: Enhancing Open-Vocabulary Detection on EtoBox?
LP-OVOD: Enhancing Open-Vocabulary Detection by Le Tri Nguyen is a document available to read on EtoBox.
What is LP-OVOD: Enhancing Open-Vocabulary Detection about?
The paper introduces LP-OVOD, a novel method for open-vocabulary object detection (OVOD) that improves the identification of both seen and unseen classes in images without requiring labeled examples for unseen classes during training. By utilizing a sigmoid linear classifier trained on pseudo labels from relevant box proposals, LP-OVOD effectively discards low-quality box predictions that traditional methods struggle with, resulting in superior performance on standard datasets like COCO. The approach demons
- Author
- Le Tri Nguyen
- Language
- EN