CoastSnapSD

torrey_registration

Object Detection

torrey_registration Image Dataset

v16

2023-05-25 7:05pm

Generated on May 26, 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 89%
486Images
Valid Set 11%
62Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1024x1024
Tile: 4 rows x 4 columns
Modify Classes: 0 remapped, 4 dropped
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 2
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±5° Vertical