Dataset Versions

v21

Glass no leg ISOLATED

Generated on Jun 6, 2023

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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 88%
12699Images
Valid Set 8%
1193Images
Test Set 4%
512Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 640x640
Modify Classes: 69 remapped, 60 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels