Pablomagarinos

Lineas Combinadas

Object Detection

Lineas Combinadas Image Dataset

v1

2023-08-24 1:59pm

Generated on Aug 24, 2023

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 91%
630Images
Valid Set 9%
66Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 7% Maximum Zoom
Grayscale: Apply to 4% of images
Hue: Between -14° and +14°
Saturation: Between -23% and +23%
Brightness: Between -9% and +9%
Exposure: Between -8% and +8%
Blur: Up to 2px
Cutout: 5 boxes with 6% size each