Dataset Versions
Versions
3ColorMode
v15
· a day ago
PositionV2_NoAug
v14
· 13 days ago
PositionV2
v13
· 13 days ago
PuppyVersario
v12
· 22 days ago
PositionMode
v11
· a month ago
2024-10-29 9:09pm
v10
· a month ago
2ColorMode
v9
· a month ago
3ColorMode
v8
· a month ago
Nivexalio
v7
· a month ago
2024-10-09 1:14pm
v6
· 2 months ago
position
v5
· 2 months ago
Color
v4
· 2 months ago
2024-09-25 8:55pm
v1
· 2 months ago
v14
PositionV2_NoAug
Generated on Nov 13, 2024
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TXT annotations and YAML config used with YOLOv5.
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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.
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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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1008 Total Images
View All Images
Dataset Split
Train Set 85%
859Images
Valid Set 10%
97Images
Test Set 5%
52Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 2 remapped, 25 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Applied