Liang Zhang

maplebot

Object Detection

maplebot Image Dataset

v9

2023-11-23 6:30pm

Generated on Nov 23, 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 76%
185Images
Valid Set 16%
39Images
Test Set 8%
19Images

Preprocessing

Resize: Stretch to 800x600

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images