sandi

memoire_dit

Object Detection

memoire_dit Image Dataset

v4

2024-02-29 7:59pm

Generated on Feb 29, 2024

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 84%
78Images
Valid Set 10%
9Images
Test Set 6%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 650x650
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 27% Maximum Zoom
Rotation: Between -7° and +7°
Bounding Box: Flip: Horizontal