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0425

Object Detection

0425 Image Dataset

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2024-06-21 9:48am
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2024-06-21 8:15am
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v19

2024-06-21 9:48am

Generated on Jun 21, 2024
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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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4178 Total Images

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Dataset Split

Train Set 92%
3837Images
Valid Set 8%
341Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1000x600
Tile: 3 rows x 3 columns
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 16% Maximum Zoom
Rotation: Between -6° and +6°