Corentin Thomas

cross-v3

Object Detection

cross-v3 Image Dataset

v8

2023-04-14 4:20pm

Generated on Apr 14, 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 81%
5024Images
Valid Set 19%
1200Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 24 dropped

Augmentations

Outputs per training example: 2
Blur: Up to 1px
Noise: Up to 5% of pixels