Dataset Versions

v4

2024-12-08 11:13am

Generated on Dec 8, 2024

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
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Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 800x800
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Modify Classes: 7 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -13° and +13°
Brightness: Between -25% and +25%
Noise: Up to 3.01% of pixels
Mosaic: Applied
Bounding Box: Crop: 5% Minimum Zoom, 15% Maximum Zoom

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