Sumit Tripathi

hsrp

Object Detection

hsrp Image Dataset

v1

2024-03-06 3:41pm

Generated on Mar 6, 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.
CreateML JSON
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Dataset Split

Train Set 98%
538Images
Valid Set 2%
11Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -13° and +13°
number-plate-number-plate-GNKv
1974 images
number-plate-GNKv
1367 images
si2
si2
3341 images
Vehicles-and-Number-plates
3873 images