Maslek

Butts

Object Detection

Butts Image Dataset

v5

2022-04-03 5:40am

Generated on Apr 3, 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 79%
298Images
Valid Set 13%
50Images
Test Set 8%
29Images

Preprocessing

Resize: Stretch to 416x416
Tile: 10 rows x 10 columns
Filter Null: Require at least 85% of images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -19° and +19°