Dataset Versions
Versions
3.0 - testing
v14
· 2 months ago
2024-09-27 11:40am
v12
· 2 months ago
no_nulls
v11
· 2 months ago
Vanilla 3.0
v10
· 4 months ago
Bombons_3.0_v2
v9
· 4 months ago
Bombons_3.0_v1
v8
· 4 months ago
Vanilla 2.0
v7
· 5 months ago
Bombons_2.0_v1
v6
· 5 months ago
Vanilla
v5
· 5 months ago
Beta_BBAug_v2
v3
· 7 months ago
Beta_Aug_v1
v2
· 7 months ago
v6
Bombons_2.0_v1
Generated on Jul 6, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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1274 Total Images
View All Images
Dataset Split
Train Set 91%
1155Images
Valid Set 5%
60Images
Test Set 5%
59Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -5° and +5°
Brightness: Between -15% and +15%
Noise: Up to 0.3% of pixels