Testdatasetinsulators

Flow

Object Detection

Flow Image Dataset

v3

2022-08-19 12:35pm

Generated on Aug 19, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 95%
1473Images
Valid Set %
0Images
Test Set 5%
79Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Brightness: Between -40% and +40%
Blur: Up to 10px
Noise: Up to 5% of pixels