Tiled - Rafts - Day-7-5-23 - Roboflow Support

Object Detection

Dataset Versions

v1

v1 from 3x6 images

Generated on Jun 27, 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 92%
190Images
Valid Set 5%
11Images
Test Set 2%
5Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 6% of images
Hue: Between -13° and +13°
Saturation: Between -12% and +12%
Brightness: Between -16% and +16%
Exposure: Between -8% and +8%