Dataset Versions

v2

2024-08-21 2:03pm

Generated on Aug 21, 2024

Popular Download Formats

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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 81%
6290Images
Valid Set 16%
1284Images
Test Set 3%
216Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Hue: Between -50° and +50°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%

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