ArchivosAaron

ProyectPerson

Object Detection

ProyectPerson Image Dataset

v10

2024-06-24 4:09am

Generated on Jun 24, 2024

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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 93%
522Images
Valid Set 3%
16Images
Test Set 4%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 224x224
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°