Dataset Versions
Versions
416-raw-reflected
v16
· 3 years ago
416-sat-bright-blur
v15
· 3 years ago
416-saturation-brightness-null
v14
· 3 years ago
416-saturation-brightness-morenull
v13
· 3 years ago
416-brightness-occlussion
v12
· 3 years ago
416-saturation-brightness
v10
· 3 years ago
raw
v9
· 3 years ago
416-aug-mosaic-exp-blur-rot
v8
· 3 years ago
416-aug-sat-blur-noise-mosaic
v7
· 3 years ago
416-aug-sat-blur-noise
v6
· 3 years ago
416-reflect
v5
· 3 years ago
416-stretch
v4
· 3 years ago
416-raw
v1
· 3 years ago
v6
416-aug-sat-blur-noise
Generated on Sep 30, 2021
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1036 Total Images
View All Images
Dataset Split
Train Set 87%
906Images
Valid Set 13%
130Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Static Crop: 23-75% Horizontal Region, 30-100% Vertical Region
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Saturation: Between -44% and +44%
Bounding Box: Blur: Up to 4px
Bounding Box: Noise: Up to 5% of pixels