Dataset Versions

v8

2023-03-24 5:20pm

Generated on Mar 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 79%
1394Images
Valid Set 11%
191Images
Test Set 10%
182Images

Preprocessing

Tile: 2 rows x 3 columns
Modify Classes: 2 remapped, 1 dropped
Filter Null: Require at least 70% of images to contain annotations.

Augmentations

Outputs per training example: 3
Blur: Up to 5px
Bounding Box: Crop: 0% Minimum Zoom, 37% Maximum Zoom

Similar Projects

See More
DOG
877 images 1 model
139 images 2 models