CCTVhuman

Crosswalk

Object Detection

Crosswalk Image Dataset

v11

2024-02-22 2:44pm

Generated on Feb 22, 2024

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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.
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Dataset Split

Train Set 84%
757Images
Valid Set 8%
71Images
Test Set 8%
71Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -15% and +15%
DMS
bicycle-human
610 images
ltk
pedestrian
544 images
pp
0-or-1-DY8D
590 images
DMS
DMS
YOLO
91 images