vkal

mmvvkal5

Object Detection

mmvvkal5 Image Dataset

v2

2024-06-20 1:48pm

Generated on Jun 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 88%
6151Images
Valid Set 8%
587Images
Test Set 4%
291Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 5% of images
Saturation: Between -5% and +5%
Brightness: Between -5% and +5%

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