ds Dataset

v5

2021-12-03 6:39pm

Generated on Dec 3, 2021

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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 77%
133Images
Valid Set 17%
30Images
Test Set 5%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 3 rows x 3 columns
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.
opened_door-closed_door
485 images
ICG
lights
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Dalles-faux-plafond
109 images