Dataset Versions

v10

SimpleModel-Isolate-v8

Generated on Sep 26, 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 68%
1704Images
Valid Set 22%
565Images
Test Set 10%
251Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit (white edges) in 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Modify Classes: 1 remapped, 0 dropped
Filter Null: Require at least 75% of images to contain annotations.

Augmentations

No augmentations were applied.

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