SOKA STATS

action players

Object Detection

action players Image Dataset

v11

2024-03-19 7:19pm

Generated on Mar 19, 2024

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%
1395Images
Valid Set 9%
136Images
Test Set 4%
69Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Grayscale: Apply to 5% of images
Brightness: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.1% of pixels