Slender flexible objects are ubiquitous in real-world circumstances. The existing object detection and segmentation algorithms have achieved high accuracy speed rigid objects, but the effect of slender is not ideal. Extreme aspect ratios dynamically changeable geometric appearance characterize to extent that it difficult locate them instance segmentation. In this paper, a new method based on co...