CROPWORK

crop_work

Object Detection

crop_work Image Dataset

v12

2023-04-17 8:47am

Generated on Apr 17, 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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Dataset Split

Train Set 92%
5802Images
Valid Set 8%
522Images
Test Set 0%
4Images

Preprocessing

Isolate Objects: Applied
Modify Classes: 0 remapped, 5 dropped

Augmentations

Outputs per training example: 3
Brightness: Between 0% and +16%

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