CoastSnapSD

torrey_registration

Object Detection

torrey_registration Image Dataset

v13

2023-05-25 3:59pm

Generated on May 25, 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 67%
140Images
Valid Set 21%
44Images
Test Set 12%
26Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1024x1024
Tile: 8 rows x 8 columns
Modify Classes: 0 remapped, 4 dropped
Filter Null: Require at least 75% of images to contain annotations.

Augmentations

No augmentations were applied.