Skoltech

Thing and Athing Detection

Object Detection

Thing and Athing Detection Image Dataset

v10

2023-11-10 7:04pm

Generated on Nov 10, 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 100%
537Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 251x251

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 36% Maximum Zoom
Cutout: 5 boxes with 7% size each
Bounding Box: Blur: Up to 1.75px
Bounding Box: Noise: Up to 4% of pixels