wenbinwuee@163.com

niv

Object Detection

niv Image Dataset

v15

mix2

Generated on Apr 2, 2022

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 97%
1164Images
Valid Set %
0Images
Test Set 3%
30Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 4% Maximum Zoom
Hue: Between -10° and +10°
Saturation: Between -23% and +23%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%