Machine Learning

LandslideModel

Object Detection

LandslideModel Image Dataset

v11

2023-06-02 1:59pm

Generated on Jun 2, 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 90%
870Images
Valid Set 7%
69Images
Test Set 3%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -35° and +35°
Brightness: Between -40% and +40%
Blur: Up to 1px
Noise: Up to 6% of pixels