Final Measure_V2 Dataset
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2024-09-07 11:40am
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2024-08-31 4:24pm
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v3
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v2
· 23 days ago
2024-08-27 1:59pm
v1
· 23 days ago
v8
2024-08-28 8:17pm
Generated on Aug 28, 2024
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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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2716 Total Images
View All Images
Dataset Split
Train Set 94%
2544Images
Valid Set 4%
108Images
Test Set 2%
64Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 6 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±5° Horizontal, ±10° Vertical
Brightness: Between -10% and +10%