Alex Poon

viz2

Object Detection

viz2 Image Dataset

v1

2023-12-05 4:04pm

Generated on Dec 5, 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 87%
2150Images
Valid Set 8%
205Images
Test Set 4%
103Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -1° and +1°
Grayscale: Apply to 10% of images
Saturation: Between -30% and +30%