Newweapon

Final_Project

Object Detection

Final_Project Image Dataset

v6

2022-01-22 4:18am

Generated on Jan 21, 2022

Popular Download Formats

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 71%
5121Images
Valid Set 19%
1359Images
Test Set 10%
717Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x720

Augmentations

Outputs per training example: 1
Rotation: Between -45° and +45°
Grayscale: Apply to 40% of images
Blur: Up to 1.5px