Saeid Hamidinezhad

TL

Object Detection

TL Image Dataset

v1

2021-08-31 9:23pm

Generated on Aug 31, 2021

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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 70%
373Images
Valid Set 20%
107Images
Test Set 10%
53Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

No augmentations were applied.
RedLeft-Red-RedRight-GreenLeft
533 images
Traffic-Light
1981 images
traffic-ligth
6895 images