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Piombino

Object Detection

Piombino Image Dataset

Try Pre-Trained Model
Versions
2023-07-31 12:11pm
v34
Jul 31, 2023
2x2 tiles
v33
Jul 18, 2023
Original_size_mosaic
v22
Jul 7, 2022
v33

2x2 tiles

Generated on Jul 18, 2023
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Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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4258 Total Images

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Dataset Split

Train Set 90%
3829Images
Valid Set 5%
226Images
Test Set 5%
203Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1820x2048
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Mosaic: Applied