Capstone2022

Plywood_combined

Object Detection

Plywood_combined Image Dataset

v17

2023-03-30 3:36pm

Generated on Mar 30, 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.
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Dataset Split

Train Set 89%
678Images
Valid Set 6%
46Images
Test Set 5%
38Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1152x2048
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -6% and +6%
Brightness: Between -8% and +8%