GHWork

CSGO

Object Detection

CSGO Image Dataset

v5

2024-01-12 5:51pm

Generated on Jan 12, 2024

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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%
1380Images
Valid Set 7%
111Images
Test Set 5%
81Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1600x928

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 0.85% of pixels

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