Kyle Ting

poke001

Object Detection

poke001 Image Dataset

v9

2023-07-25 10:18pm

Generated on Jul 25, 2023

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.
Other Formats
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Dataset Split

Train Set 88%
7827Images
Valid Set 8%
752Images
Test Set 4%
364Images

Preprocessing

Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Saturation: Between -49% and +49%
Brightness: Between -20% and +20%