v1

2024-03-28 1:43pm

Generated on Mar 28, 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.
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Dataset Split

Train Set 87%
1446Images
Valid Set 8%
136Images
Test Set 4%
72Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -13° and +13°
Saturation: Between -25% and +25%
Mosaic: Applied
streetlamp-house-tree
27 images
bollards-signs-electricity-poles
319 images
car-tree-person
40 images
placas
2332 images