ML Deep Learning Workspace

Airport Checked Bags

Object Detection

Airport Checked Bags Image Dataset

v2

2023-08-04 2:18pm

Generated on Aug 4, 2023

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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 95%
7344Images
Valid Set 3%
234Images
Test Set 2%
118Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Brightness: Between -25% and +25%