Cricket-Football-Baseball Classification Image Dataset
Versions
augmented10x_70-20-10Split
v8
Oct 23, 2022
augmented3x_70-20-10Split
v7
Oct 23, 2022
resized416by416_70-20-10Split
v6
Oct 23, 2022
original_raw-images_70-20-10Split
v5
Oct 23, 2022
augmented10x_80-20TrainTestSplit
v4
Oct 23, 2022
augmented3x_80-20TrainTestSplit
v3
Oct 23, 2022
resized416by416_80-20TrainTestSplit
v2
Oct 23, 2022
original_raw-images_80-20TrainTestSplit
v1
Oct 23, 2022
v8
augmented10x_70-20-10Split
Generated on Oct 23, 2022
1835 Total Images
View All Images
Dataset Split
Train Set 96%
1760Images
Valid Set 3%
50Images
Test Set 1%
25Images
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
baseball
79 images
mjk
210 images
ball
29 images
ball
84 images
bat-ball-stump
134 images