Drixter Hernandez

Drinking Dataset

Object Detection

Drinking Dataset Image Dataset

v10

Bantai Dataset Version 1.1 -no zoom--

Generated on Mar 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 87%
14064Images
Valid Set 8%
1330Images
Test Set 4%
717Images

Preprocessing

Resize: Fit (white edges) in 416x416
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -30° and +30°
Grayscale: Apply to 50% of images