Student Projekt

schritt-4-7-8-9-18_v2

Object Detection

schritt-4-7-8-9-18_v2 Image Dataset

v3

2023-08-11 2:30pm

Generated on Aug 11, 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 85%
57Images
Valid Set 7%
5Images
Test Set 7%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 1px