NACF

Capstone

Object Detection

Capstone Image Dataset

v10

2022-11-08 5:17pm

Generated on Nov 8, 2022

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 80%
2696Images
Valid Set 14%
458Images
Test Set 7%
237Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise
Grayscale: Apply to 25% of images