sathish

ncomp

Object Detection

ncomp Image Dataset

v2

2023-03-09 8:51am

Generated on Mar 9, 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.
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Dataset Split

Train Set 97%
366Images
Valid Set 3%
12Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1024x1024
Modify Classes: 14 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Hue: Between -12° and +12°
Brightness: Between -12% and +12%
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