Neha M V

object detection

Object Detection

object detection Image Dataset

v1

2024-06-07 10:40am

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.
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Dataset Split

Train Set 94%
3304Images
Valid Set 3%
112Images
Test Set 2%
82Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

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