broiler live weight by semantic segmentation

Object Detection

Dataset Versions

v3

2023-03-23 11:17pm

Generated on Mar 24, 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 5%
2Images
Valid Set 56%
23Images
Test Set 39%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 31 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Mosaic: Applied