well9

Object Detection

well9 Image Dataset

v6

2022-09-14 1:48pm

Generated on Sep 14, 2022

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

Train Set 87%
1305Images
Valid Set 8%
124Images
Test Set 4%
64Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Exposure: Between -25% and +25%
paper
318 images
recycle
2577 images
re-paper
526 images
re-paper
513 images