project

detection

Object Detection

detection Image Dataset

v3

2023-06-20 3:36pm

Generated on Jun 20, 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.
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Dataset Split

Train Set 88%
4018Images
Valid Set 7%
314Images
Test Set 5%
246Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Flip: Horizontal
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels