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 |