Yannick Proulx

HockeyGoal

Object Detection

HockeyGoal Image Dataset

v1

2023-11-14 1:16pm

Generated on Nov 14, 2023

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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 88%
147Images
Valid Set 9%
15Images
Test Set 3%
5Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -28° and +28°
Cutout: 3 boxes with 29% size each