new-workspace-rsirs

Guns and Rifles

Object Detection

Guns and Rifles Image Dataset

v4

720px_without

Generated on Jan 23, 2022

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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 71%
5093Images
Valid Set 19%
1357Images
Test Set 10%
716Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x720

Augmentations

Outputs per training example: 1
Rotation: Between -45° and +45°
Grayscale: Apply to 70% of images
Blur: Up to 2px
Bounding Box: Exposure: Between -65% and +65%