Felix Castaneda

MCP2

Object Detection

MCP2 Image Dataset

v1

2023-04-09 10:09pm

Generated on Apr 10, 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 86%
42Images
Valid Set 8%
4Images
Test Set 6%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -34° and +34°
Saturation: Between -27% and +27%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels