SIGNify

SIGNify

Object Detection

SIGNify Image Dataset

v7

2024-05-09 4:09pm

Generated on May 9, 2024

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.
Other Formats
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Dataset Split

Train Set 80%
5616Images
Valid Set 20%
1399Images
Test Set %
0Images

Preprocessing

Resize: Fit within 640x640
Modify Classes: 3 remapped, 8 dropped

Augmentations

No augmentations were applied.
trafficSymbol
3982 images
Straight_Prohibited-OneWaySigns
556 images
traffic-signboards
49 images
Traffic-signs-Boards
4572 images