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cricket-football-baseball-classification/8 (latest)
Versions
augmented10x_70-20-10Split
v8
·
2 years ago
augmented3x_70-20-10Split
v7
·
2 years ago
resized416by416_70-20-10Split
v6
·
2 years ago
original_raw-images_70-20-10Split
v5
·
2 years ago
augmented10x_80-20TrainTestSplit
v4
·
2 years ago
augmented3x_80-20TrainTestSplit
v3
·
2 years ago
resized416by416_80-20TrainTestSplit
v2
·
2 years ago
original_raw-images_80-20TrainTestSplit
v1
·
2 years ago
v4
augmented10x_80-20TrainTestSplit
Generated on
Oct 23, 2022
2060 Total Images
View All Images
Dataset Split
Train
Set
98%
2010Images
Valid
Set
%
0Images
Test
Set
2%
50Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 416x416
Augmentations
Outputs per training example:
10
Flip:
Horizontal
Crop:
0% Minimum Zoom, 25% Maximum Zoom
Rotation:
Between -15° and +15°
Grayscale:
Apply to 10% of images
Hue:
Between -20° and +20°
Saturation:
Between -20% and +20%
Brightness:
Between -20% and +20%
Exposure:
Between -20% and +20%
Blur:
Up to 1px
Noise:
Up to 1% of pixels
Cutout:
6 boxes with 3% size each
