Research on Multiscene Vehicle Dataset Based on Improved FCOS Detection Algorithms

Figure 2

All examples use a 3 × 3 convolutional kernel. (a) Standard convolution: green dots are the sampling points. (b) Deformable convolution sampling locations (dark blue points) with augmented offsets (light blue arrows) in the deformable convolution.

(a)

(b)