rust

rust

Object Detection

rust Image Dataset

v1

2023-12-27 11:06pm

Generated on Dec 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 %
0Images
Valid Set 100%
2550Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 5% of images
Brightness: Between -41% and +41%
Cutout: 5 boxes with 4% size each
enemy
938 images
players
1500 images
body-head
1325 images
Enemy-Head-l5AT
422 images