Unibas

Classi definitive

Object Detection

Classi definitive Image Dataset

v6

2023-02-14 10:53am

Generated on Feb 14, 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 89%
840Images
Valid Set 6%
56Images
Test Set 5%
48Images

Preprocessing

Resize: Stretch to 800x640
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Bounding Box: Noise: Up to 5% of pixels
train-cow-dog-sheep-car
2302 images
train-cow-dog-sheep-car
2322 images