jasmine.busuttil.c10261@mcast.edu.mt

Dataset-background

Object Detection

Dataset-background Image Dataset

v3

Auto-Adjust Contrast

Generated on Feb 3, 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.
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Dataset Split

Train Set 70%
569Images
Valid Set 20%
162Images
Test Set 10%
81Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 1 remapped, 0 dropped

Augmentations

No augmentations were applied.