Stepan Drbohlav

cpc-other

Object Detection

cpc-other Image Dataset

v4

2024-04-29 9:53pm

Generated on Apr 29, 2024

Popular Download Formats

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 87%
14974Images
Valid Set 7%
1170Images
Test Set 7%
1140Images

Preprocessing

Grayscale: Applied
Modify Classes: 2 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 3px