CoastSnapSD

torrey_registration

Object Detection

torrey_registration Image Dataset

v7

2023-05-24 3:54pm

Generated on May 24, 2023

Popular Download Formats

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 69%
266Images
Valid Set 21%
81Images
Test Set 11%
41Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1000x1000
Tile: 5 rows x 5 columns
Filter Null: Require at least 75% of images to contain annotations.

Augmentations

No augmentations were applied.