AM Meshworld

Dear

Object Detection

Dear Image Dataset

v1

2022-06-17 7:09am

Generated on Jun 17, 2022

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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 100%
981Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Hue: Between -60° and +60°
Exposure: Between -11% and +11%
Blur: Up to 2.5px
Noise: Up to 7% of pixels
Mosaic: Applied