Planeat Digital Scale

DigitalScaleRecognitor

Object Detection

DigitalScaleRecognitor Image Dataset

v10

2023-05-18 9:05pm

Generated on May 18, 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 87%
831Images
Valid Set 9%
87Images
Test Set 4%
40Images

Preprocessing

Modify Classes: 1 remapped, 4 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 10% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -20° and +20°