Spectral Labs Marine Dataset - Segmented Image Dataset
Versions
2023-07-17 9:42pm
v11
Jul 18, 2023
2023-07-16 8:16pm
v10
Jul 17, 2023
2023-07-16 8:04pm
v9
Jul 17, 2023
2023-07-16 3:32pm
v8
Jul 16, 2023
2023-07-16 2:55pm
v7
Jul 16, 2023
2023-07-16 9:18am
v6
Jul 16, 2023
2023-07-15 3:30pm
v5
Jul 15, 2023
2023-07-15 11:16am
v4
Jul 15, 2023
2023-07-15 11:03am
v3
Jul 15, 2023
2023-07-14 6:57pm
v2
Jul 15, 2023
2023-07-14 6:52pm
v1
Jul 15, 2023
v2
2023-07-14 6:57pm
Generated on Jul 15, 2023
2054 Total Images
View All Images
Dataset Split
Train Set 92%
1893Images
Valid Set 7%
138Images
Test Set 1%
23Images
Preprocessing
Resize: Fit (black edges) in 640x640
Modify Classes: 8 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
sea-urchins-cucumber-star
2021 images
-Pycnopodia_helianthoides-
5726 images
sea-urchin-starfish-kelp-seaweed
818 images
sea-stars
5288 images
leter
2826 images