Deep Learning Elins 2023

Final Project

Object Detection

Final Project Image Dataset

v1

Finalv1

Generated on Apr 6, 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 81%
4277Images
Valid Set 12%
638Images
Test Set 7%
345Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 9 remapped, 0 dropped

Augmentations

No augmentations were applied.