Project

rune_detect

Object Detection

rune_detect Image Dataset

v3

2064image

Generated on Mar 26, 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.
Other Formats
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Dataset Split

Train Set 90%
2064Images
Valid Set 5%
116Images
Test Set 5%
114Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Noise: Up to 1.53% of pixels
Arrows
948 images
up-left-right-down-rune-char
1067 images
arrows
1911 images
tune
238 images