Dataset Versions

v1

2023-09-22 11:31am

Generated on Sep 22, 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 70%
81Images
Valid Set 18%
21Images
Test Set 12%
14Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 18-83% Horizontal Region, 9-97% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Filter Null: Require at least 80% of images to contain annotations.

Augmentations

No augmentations were applied.

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