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crashcourse

Object Detection

crashcourse Image Dataset

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Versions
2023-06-12 2:36pm
v2
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a year ago
2023-06-12 11:57am
v1
·
a year ago
v2

2023-06-12 2:36pm

Generated on Jun 12, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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6753 Total Images

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Dataset Split

Train Set 82%
5534Images
Valid Set 11%
764Images
Test Set 7%
455Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Noise: Up to 5% of pixels
Cutout: 1 boxes with 14% size each