IA

Puzzlebot

Object Detection

Puzzlebot Image Dataset

v2

2024-06-04 11:51pm

Generated on Jun 4, 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.
Other Formats
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Dataset Split

Train Set 91%
780Images
Valid Set 6%
52Images
Test Set 3%
22Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 5
Hue: Between -9° and +9°
Brightness: Between -22% and +22%
Exposure: Between -4% and +4%
Blur: Up to 0.6px