xclent

fmg

Object Detection

fmg Image Dataset

v1

2023-08-22 5:34pm

Generated on Aug 22, 2023

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 86%
4980Images
Valid Set 9%
528Images
Test Set 5%
316Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Applied
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -15° and +15°

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