OLD Train/Val Dataset Creation for COCO + Landing Pad Image Dataset

Object Detection

Dataset Versions

v1

2023-02-12 12:24am

Generated on Feb 12, 2023

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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 82%
2568Images
Valid Set 12%
370Images
Test Set 6%
185Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Brightness: Between -25% and +25%