Dataset Versions

v7

grayscale _70_x3_Jeong

Generated on Aug 3, 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 97%
1128Images
Valid Set %
0Images
Test Set 3%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x1440
Modify Classes: 100 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 70% of images

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