Dataset Versions
Versions
-greyed augmented white- with Other Sources 1040x600
v19
· a year ago
-greyed augmented black- with Other Sources 1040x600
v18
· a year ago
-white- with Other Sources 1040x600
v17
· a year ago
-black- with Other Sources 1000x600
v15
· a year ago
-white- with Other Sources 1000x600
v13
· a year ago
-white- with Other Sources 1000x550
v12
· a year ago
-white- with Other Sources 820x550
v11
· a year ago
with Other Sources 1080x520
v10
· a year ago
with Other Sources 1200x800
v9
· a year ago
-black- with Other Sources 1040x600
v8
· a year ago
with Other Sources 600x400
v7
· a year ago
with 10 Synthetic Images
v5
· a year ago
Greyscaled None
v4
· a year ago
Greyscaled Some
v3
· a year ago
v3
Greyscaled Some
Generated on Aug 18, 2023
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TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
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COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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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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172 Total Images
View All Images
Dataset Split
Train Set 87%
150Images
Valid Set 6%
11Images
Test Set 6%
11Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 1040x600
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%