class

Post-trunks

Object Detection

Post-trunks Image Dataset

v4

post-trunks

Generated on Jun 10, 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 89%
661Images
Valid Set 8%
63Images
Test Set 3%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
Flip: Horizontal
Brightness: Between -25% and +25%
Canopy-Post-Tractor-Trunck
805 images
-people-vehicle-tractors-trunks-
232 images
Posts-Trunks-Tractor-Harvester
835 images