Dataset Versions

v3

2024-08-16 12:14am

Generated on Aug 16, 2024

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.
Other Formats
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Dataset Split

Train Set %
0Images
Valid Set %
0Images
Test Set 100%
5Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: Doors

Augmentations

Outputs per training example: 5
Rotation: Between -10° and +10°
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels