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PigfromFarm

Object Detection

PigfromFarm Image Dataset

v3

2023-08-27 5:29pm

Generated on Aug 27, 2023

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 75%
76Images
Valid Set 13%
13Images
Test Set 12%
12Images

Preprocessing

Resize: Stretch to 320x320
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 2
Brightness: Between -10% and +10%