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Elephas maximus

Object Detection

Elephas maximus Image Dataset

v2

Elephas maximus v2

Generated on Mar 22, 2022

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 55%
6Images
Valid Set %
0Images
Test Set 45%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 20% Minimum Zoom, 81% Maximum Zoom
Hue: Between -34° and +34°
Saturation: Between -37% and +37%
Brightness: Between -74% and +0%
Blur: Up to 10px
Noise: Up to 3% of pixels
Mosaic: Applied