Mephistopheles

buraburaror

Object Detection

buraburaror Image Dataset

v6

2023-08-12 9:24pm

Generated on Aug 12, 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 90%
411Images
Valid Set 6%
29Images
Test Set 4%
18Images

Preprocessing

Auto-Orient: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Noise: Up to 5% of pixels
Cutout: 12 boxes with 6% size each