Dataset Versions
Versions
fixed_noshear
v71
· 10 months ago
Fixed_And_Augmented
v69
· 10 months ago
original_without_deletion
v65
· 10 months ago
2024-02-15 11:55am
v26
· 10 months ago
2024-02-12 3:26pm
v11
· 10 months ago
2024-02-12 3:17pm
v10
· 10 months ago
2023-12-12 5:21pm
v8
· a year ago
2023-12-06 2:58pm
v7
· a year ago
2023-12-06 2:56pm
v6
· a year ago
2023-11-28 12:12pm
v1
· a year ago
v11
2024-02-12 3:26pm
Generated on Feb 12, 2024
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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.
Pascal VOC XML
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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5780 Total Images
View All Images
Dataset Split
Train Set 94%
5430Images
Valid Set 4%
225Images
Test Set 2%
125Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -17° and +17°
Saturation: Between -32% and +32%
Brightness: Between -23% and +23%
Noise: Up to 0.3% of pixels