Patch Statistics and Train/Val/Test distribution
Patches Distribution for each split (Number of 256x256 Images)
| Marine Debris | Dense Sargassum | Sparse Sargassum | Natural Organic Material | Ship | Clouds | Marine Water | Sediment-Laden Water | Foam | Turbid Water | Shallow Water | Waves | Cloud Shadows | Wakes | Mixed Water |
Train |
190 |
24 |
56 |
35 |
89 |
93 |
432 |
24 |
30 |
115 |
38 |
23 |
39 |
50 |
69 |
Validation |
82 |
12 |
26 |
20 |
42 |
43 |
212 |
14 |
14 |
50 |
11 |
18 |
19 |
27 |
35 |
Test |
101 |
13 |
24 |
16 |
51 |
45 |
226 |
13 |
15 |
55 |
15 |
13 |
13 |
29 |
36 |
Total |
373 |
49 |
106 |
71 |
182 |
181 |
870 |
51 |
59 |
220 |
64 |
54 |
71 |
106 |
140 |
Patches Percentage Distribution (%) for each split (Distribution of 256x256 Images)
| Marine Debris | Dense Sargassum | Sparse Sargassum | Natural Organic Material | Ship | Clouds | Marine Water | Sediment-Laden Water | Foam | Turbid Water | Shallow Water | Waves | Cloud Shadows | Wakes | Mixed Water |
Train |
27.38 |
3.46 |
8.07 |
5.04 |
12.82 |
13.40 |
62.25 |
3.46 |
4.32 |
16.57 |
5.48 |
3.31 |
5.62 |
7.20 |
9.94 |
Validation |
25 |
3.66 |
7.93 |
6.10 |
12.80 |
13.11 |
64.63 |
4.27 |
4.27 |
15.24 |
3.35 |
5.49 |
5.79 |
8.23 |
10.67 |
Test |
28.13 |
3.62 |
6.69 |
4.46 |
14.21 |
12.53 |
62.95 |
3.62 |
4.18 |
15.32 |
4.18 |
3.62 |
3.62 |
8.08 |
10.03 |
Total |
27.01 |
3.55 |
7.68 |
5.14 |
13.18 |
13.11 |
63 |
3.69 |
4.27 |
15.93 |
4.63 |
3.91 |
5.14 |
7.68 |
10.14 |