Neha M V

object detection

Object Detection

object detection Image Dataset

v5

model-train

Generated on Jun 7, 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
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Dataset Split

Train Set 76%
2005Images
Valid Set 12%
303Images
Test Set 12%
316Images

Preprocessing

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

Augmentations

Outputs per training example: 5
Grayscale: Apply to 10% of images
Blur: Up to 1.9px
Cutout: 4 boxes with 13% size each