ARCCModels

Football @ UMBC

Object Detection

Football @ UMBC Image Dataset

v1

2023-08-18 8:54am

Generated on Aug 18, 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.
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Dataset Split

Train Set 77%
3375Images
Valid Set 15%
671Images
Test Set 8%
335Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images