Dataset Versions

Versions
NOT PREPROCESS -note-
v5
·
7 months ago
fourth_exp
v4
·
7 months ago
third_exp
v3
·
7 months ago
second_exp
v2
·
7 months ago
first_exp
v1
·
7 months ago
v3

third_exp

Generated on May 8, 2024
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Dataset Split

Train Set 82%
5828Images
Valid Set 12%
834Images
Test Set 6%
416Images

Preprocessing

Auto-Orient: Applied
Static Crop: 58-98% Horizontal Region, 22-76% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Grayscale: Apply to 20% of images
Blur: Up to 2.5px
Noise: Up to 0.38% of pixels

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