Raphael Zurcher

Trees

Object Detection

Trees Image Dataset

v1

Augmented_Trees_22_04_2022

Generated on Apr 22, 2022

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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.
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64 Total Images

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Dataset Split

Train Set 69%
44Images
Valid Set 19%
12Images
Test Set 13%
8Images

Preprocessing

Resize: Stretch to 416x416
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 1
Grayscale: Apply to 25% of images
Cutout: 12 boxes with 6% size each