spl3

all

Object Detection

all Image Dataset

v2

2022-10-12 1:21pm

Generated on Oct 12, 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 82%
8483Images
Valid Set 12%
1213Images
Test Set 6%
605Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Hue: Between -25° and +25°
Brightness: Between -25% and +25%