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CS

Object Detection

CS Image Dataset

v20

2022-10-28 5:59pm

Generated on Oct 28, 2022

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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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Dataset Split

Train Set 92%
1269Images
Valid Set 8%
117Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fill (with center crop) in 640x640

Augmentations

Outputs per training example: 1
Blur: Up to 2px