Filip Antonio Pavlinić

TSD

Object Detection

TSD Image Dataset

v7

Less_is_More

Generated on Aug 21, 2021

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 79%
1230Images
Valid Set %
0Images
Test Set 21%
330Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x416

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%