Maslek

Butts

Object Detection

Butts Image Dataset

v3

5 tiles 83- not null

Generated on Apr 2, 2022

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 80%
234Images
Valid Set 14%
41Images
Test Set 6%
19Images

Preprocessing

Tile: 5 rows x 5 columns
Filter Null: Require at least 83% of images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -15° and +15°