PruebaManzanas

Prueba Manzanas 2

Object Detection

Prueba Manzanas 2 Image Dataset

v3

Version Diciembre v1

Generated on Dec 13, 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.
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Dataset Split

Train Set 92%
1080Images
Valid Set 5%
54Images
Test Set 3%
36Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Tile: 6 rows x 3 columns
Filter Null: Require at least 66% of images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Exposure: Between -18% and +18%
Blur: Up to 10px