MDP

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MDP 2

Object Detection

MDP 2 Image Dataset

Try Pre-Trained Model
Versions
2023-07-11 8:31am
v1
Jul 11, 2023
v1

2023-07-11 8:31am

Generated on Jul 11, 2023
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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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2420 Total Images

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Dataset Split

Train Set 87%
2097Images
Valid Set 5%
115Images
Test Set 9%
208Images

Preprocessing

Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%