Main Data

Minecraft Blocks

Object Detection

Minecraft Blocks Image Dataset

v1

2022-08-31 2:45pm

Generated on Aug 31, 2022

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%
983Images
Valid Set 9%
100Images
Test Set 4%
49Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Blur: Up to 1.75px
Bounding Box: Blur: Up to 10px