Tulla

Trucks

Object Detection

Trucks Image Dataset

v8

Training_3

Generated on Oct 27, 2021

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 82%
1349Images
Valid Set 12%
196Images
Test Set 6%
99Images

Preprocessing

Resize: Fit (white edges) in 480x480
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Bounding Box: Flip: Horizontal
Bounding Box: Exposure: Between -3% and +3%