Dataset Versions

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Versions
2024-01-12 11:15am
v15
·
10 months ago
2023-12-18 10:55am
v14
·
a year ago
2023-11-15 9:42pm
v13
·
a year ago
final_augmentation
v12
·
a year ago
all_train_lmage_level_augmentation
v11
·
a year ago
all_bounding_box_augmentation
v10
·
a year ago
all_lmage_level_augmentation
v9
·
a year ago
all_non_augmentation
v8
·
a year ago
2023-11-08 10:15am
v7
·
a year ago
2023-11-07 11:18pm
v6
·
a year ago
2023-11-07 4:57pm
v5
·
a year ago
2023-11-07 3:28pm
v4
·
a year ago
2023-11-07 2:51pm
v3
·
a year ago
2023-11-07 11:36am
v2
·
a year ago
2023-11-07 9:39am
v1
·
a year ago
v10

all_bounding_box_augmentation

Generated on Nov 8, 2023
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3061 Total Images

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Dataset Split

Train Set 88%
2679Images
Valid Set 8%
256Images
Test Set 4%
126Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels

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