TinyPerson_v3.0.1(all) |
Train set |
Valid set |
Test set |
sum |
#image (rgb) |
4614 |
375 |
3559 |
8548 |
#image (infra) |
4614 |
375 |
3559 |
8548 |
#annotation (rgb) |
170383 |
16408 |
275486 |
462277 |
#annotation (infra) |
172190 |
16447 |
228775 |
417412 |
TinyPerson_v3.0.1(labeled) |
Train set |
Valid set |
Test set |
sum |
#image (rgb) |
1816 |
312 |
2459 |
4587 |
#image (infra) |
1816 |
312 |
2459 |
4587 |
#annotation (rgb) |
170383 |
16408 |
275486 |
462277 |
#annotation (infra) |
172190 |
16447 |
228775 |
417412 |
1、resize images and label images
960x576 --- 1920x1080 立方插值
label相应扩大两倍
2、切图
(640,640)overlap (100,100)
3、加pairid
filter_img---对应id对应
dataset_v3.0.1 |
absolute size |
relative size |
aspect ratio |
TinyPerson_v2 (rgb) |
23.197±9.815 |
0.016±0.007 |
0.731±0.422 |
TinyPerson_v2 (infra) |
12.614±4.817 |
0.017±0.006 |
0.827±0.422 |