Table 3. comparison of the results in various image sizes.

Image Size Layers Loss Time(ms/step) IoU
128 x 100 heads 2.0558 249 0.5433
4+ 0.9717 311
all 0.5253 325
256 x 200 heads 1.1101 255 0.8
4+ 0.5753 328
all 0.3575 341
512 x 400 heads 0.7318 304 0.7250
4+ 0.8299 390
all 0.4250 427
1024 x 800 heads 1.1796 498 0.6833
4+ 0.7375 661
all 0.4372 778
1280 x 720 heads 1.8078 575 0.785
4+ 0.8160 653
all 0.5697 824