rockheedmatinchallenge

RHMC

Object Detection

RHMC Image Dataset

v7

2022-09-21 9:25pm

Generated on Sep 21, 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 87%
3354Images
Valid Set 9%
335Images
Test Set 4%
173Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x640

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 4% of pixels