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icra_model_improve

Object Detection

icra_model_improve Image Dataset

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2022-09-09 6:38pm
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2022-08-16 11:33am

Generated on Aug 16, 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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77 Total Images

View All Images

Dataset Split

Train Set 90%
69Images
Valid Set %
0Images
Test Set 10%
8Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%