Dataset Versions

v7

Neon Scratch Detection_12-6-2023_Rev1 With Pre Process

Generated on Dec 6, 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
Choose another format.

Dataset Split

Train Set 92%
1935Images
Valid Set 6%
131Images
Test Set 2%
39Images

Preprocessing

Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Saturation: Between -30% and +30%
Brightness: Between -10% and +10%