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
Choose another format.

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.