GID

GID-MLOps Master Thesis

Object Detection

GID-MLOps Master Thesis Image Dataset

v1

2023-08-09 4:25pm

Generated on Aug 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 69%
151Images
Valid Set 21%
45Images
Test Set 10%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 10 dropped

Augmentations

No augmentations were applied.
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TFM
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