Manisa Celal Bayar University

connector_last

Object Detection

connector_last Image Dataset

v12

2023-12-17 1:36am

Generated on Dec 16, 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 84%
297Images
Valid Set 12%
42Images
Test Set 4%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Brightness: Between -10% and +10%
Mosaic: Applied
Bounding Box: Exposure: Between -7% and +7%