Navyesh Pamarthi

wind

Object Detection

wind Image Dataset

v10

2023-02-14 6:10pm

Generated on Feb 14, 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 58%
88Images
Valid Set %
0Images
Test Set 42%
64Images

Preprocessing

Modify Classes: 0 remapped, 4 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.
WindTurbine-Damage
568 images
erosion-oil-tape-paint-dirt
718 images
WindTurbine-Damage
741 images
erosion-oil-tape-paint-dirt-wHmC
431 images