Verina Guirgis

LMV&HMV

Object Detection

LMV&HMV Image Dataset

v3

2022-05-30 6:40am

Generated on May 30, 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 87%
1693Images
Valid Set 10%
193Images
Test Set 3%
50Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 8 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -15° and +15°
Blur: Up to 0.25px