Fan Lu

Genshin Impact Farming Artifacts

Object Detection

Genshin Impact Farming Artifacts Image Dataset

v11

2023-01-28 8:51pm

Generated on Jan 28, 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 86%
898Images
Valid Set 9%
97Images
Test Set 5%
53Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x320
Modify Classes: 0 remapped, 6 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Blur: Up to 1px