yunyun huya

111

Object Detection

111 Image Dataset

v10

2024-06-23 4:08am

Generated on Jun 23, 2024

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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 89%
846Images
Valid Set 11%
101Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Hue: Between -15° and +15°
Exposure: Between -10% and +10%
Noise: Up to 0.26% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Brightness: Between -15% and +15%