Dataset Versions
Versions
box_aug
v21
· 2 years ago
2023-02-24 10:44am
v19
· 2 years ago
2023-02-24 10:41am
v18
· 2 years ago
2023-02-24 10:39am
v17
· 2 years ago
2023-02-24 10:38am
v16
· 2 years ago
2023-02-24 10:37am
v15
· 2 years ago
2023-02-24 10:34am
v13
· 2 years ago
final-aug2
v8
· 2 years ago
final-aug1
v7
· 2 years ago
final-src
v6
· 2 years ago
aug2
v3
· 2 years ago
src
v2
· 2 years ago
AUG
v1
· 2 years ago
v21
box_aug
Generated on Feb 24, 2023
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YOLOv11
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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).
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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1574 Total Images
View All Images
Dataset Split
Train Set 89%
1398Images
Valid Set 11%
176Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -25° and +25°
Bounding Box: Shear: ±29° Horizontal, ±29° Vertical
Bounding Box: Brightness: Between -40% and +40%
Bounding Box: Blur: Up to 1.5px