Billiard Balls Dataset
Versions
2024-06-06_70-20-10_no_pre_no_aug
v14
· 4 months ago
2024-06-06_no_augmentation_no_double_labels
v13
· 4 months ago
2024-06-06 4:37pm
v12
· 4 months ago
2024-06-06 3:50pm
v11
· 4 months ago
2024-06-05 4:13pm
v10
· 4 months ago
2024-06-02 no_augmentation_full_set
v9
· 4 months ago
2024-05-31_no_augmentation
v8
· 4 months ago
2024-05-31_Flip_Saturation_Brightness
v7
· 4 months ago
Isolated_Objects_Zur_Verifizierung
v6
· 4 months ago
2024-05-26 3:50pm
v5
· 4 months ago
2024-05-26 3:46pm
v4
· 4 months ago
2024-05-18 1:35pm
v3
· 4 months ago
2024-05-16 1:34pm
v2
· 4 months ago
2024-04-26 10:43am
v1
· 5 months ago
v1
2024-04-26 10:43am
Generated on Apr 26, 2024
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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15 Total Images
View All Images
Dataset Split
Train Set 80%
12Images
Valid Set 13%
2Images
Test Set 7%
1Images
Preprocessing
Static Crop: 14-96% Horizontal Region, 6-91% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between -25% and +25%
Blur: Up to 0.9px