Alex Samoila

TC-V11.3

Object Detection

TC-V11.3 Image Dataset

v7

V6-Ped

Generated on May 12, 2022

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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%
6564Images
Valid Set 8%
636Images
Test Set 4%
299Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Noise: Up to 4% of pixels
PTI
Polish-Traffic-Signs
6240 images
TrafficSignDetection
6249 images
TFG
Traffic-Signs-Final
838 images
on-road-infrastructures
6593 images