Chenru Wu

ThompsonOkanaganInterview

Object Detection

ThompsonOkanaganInterview Image Dataset

v5

Version6

Generated on Dec 20, 2021

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
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Dataset Split

Train Set 84%
945Images
Valid Set 10%
114Images
Test Set 6%
72Images

Preprocessing

Auto-Orient: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
group-of-annotation
501 images
broken-rail-road-and-plants
501 images
group-of-annotation
501 images