Crate Tracker

Storage Crates Collection 2

Object Detection

Storage Crates Collection 2 Image Dataset

v5

2022-12-01 3:41pm

Generated on Dec 1, 2022

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 89%
939Images
Valid Set 11%
120Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 160x160
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 1% of pixels
Cutout: 2 boxes with 14% size each
Bounding Box: Shear: ±3° Horizontal, ±0° Vertical