Siddhant Pathak

MDP

Object Detection

MDP Image Dataset

v13

2023-02-04 3:30pm

Generated on Feb 4, 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 88%
9444Images
Valid Set 7%
697Images
Test Set 5%
571Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -35% and +35%
Noise: Up to 5% of pixels
MDP
task-1-characters
4560 images
symbols
1600 images
rpi
characters
6212 images