elec4342

custom_chessv2

Object Detection

custom_chessv2 Image Dataset

v2

2024-04-20 6:29pm

Generated on Apr 20, 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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 93%
1800Images
Valid Set 4%
86Images
Test Set 2%
43Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 22% of images
Hue: Between -19° and +19°
Brightness: Between -15% and +15%