Dataset Versions

Versions
all_augmentation
v7
·
3 years ago
just_augmentation
v6
·
3 years ago
resized_and_saturation
v5
·
3 years ago
2022-01-15 10:03am
v4
·
3 years ago
v2_added_saturation
v2
·
3 years ago
v1_416_416
v1
·
3 years ago
v7

all_augmentation

Generated on Jan 15, 2022
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Dataset Split

Train Set 90%
2247Images
Valid Set 3%
75Images
Test Set 7%
175Images

Preprocessing

Resize: Stretch to 80x180

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Cutout: 4 boxes with 10% size each

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