Dataset Versions

v5

merged-with-pistols-dataset

Generated on Feb 6, 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 38%
2163Images
Valid Set 4%
245Images
Test Set 3%
158Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 11 remapped, 8 dropped

Augmentations

Outputs per training example: 2
Grayscale: Apply to 25% of images

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