Dataset Versions
Versions
2022-10-13 9:18am
v22
· 2 years ago
2022-10-13 9:16am
v21
· 2 years ago
stacks-noaug
v19
· 2 years ago
stacks-aug
v18
· 2 years ago
2022-10-11 7:50pm
v17
· 2 years ago
56-augmented
v16
· 2 years ago
56-no-augmentations
v15
· 2 years ago
45-all-labels
v14
· 2 years ago
45-augmented-all-labels
v12
· 2 years ago
45-augmented
v7
· 2 years ago
no-augmentation
v6
· 2 years ago
2022-10-01 12:07am
v5
· 2 years ago
2022-09-30 11:57pm
v4
· 2 years ago
2022-09-30 11:18pm
v3
· 2 years ago
v18
stacks-aug
Generated on Oct 13, 2022
192 Total Images
View All Images
Dataset Split
Train Set 98%
189Images
Valid Set 2%
3Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 640x640
Modify Classes: 10 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -39% and +39%
Noise: Up to 2% of pixels
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°