Dataset Versions

v3

2024-10-05 7:43am

Generated on Oct 5, 2024

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.
Other Formats
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Dataset Split

Train Set 82%
808Images
Valid Set 17%
164Images
Test Set 1%
12Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-71% Horizontal Region, 25-64% Vertical Region
Dynamic Crop: Class: car
Resize: Stretch to 320x320
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 0 dropped
Filter Null: Require at least 51% of images to contain annotations.

Augmentations

No augmentations were applied.