Can I read PR-YOLO: Enhanced YOLO for Protozoa Analysis on EtoBox?

PR-YOLO: Enhanced YOLO for Protozoa Analysis by Meenachi Sundaram is a document available to read on EtoBox.

What is PR-YOLO: Enhanced YOLO for Protozoa Analysis about?

The document presents PR-YOLO, a deep learning model for fast protozoa classification and segmentation from microscope images. PR-YOLO improves upon YOLOv5 with additional branches for generating prototype masks and predicting mask coefficients for each instance. Transformers and CBAM modules are also introduced to capture global features and context. The model achieves 96.83% classification accuracy and 86.92% mAP at 25.2 fps, demonstrating high performance for this application.

Author

Meenachi Sundaram

Language

EN