BMEN 311

bccd-yolov5

Object Detection

bccd-yolov5 Image Dataset

v1

2023-09-21 12:59pm

Generated on Sep 21, 2023

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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 88%
765Images
Valid Set 8%
73Images
Test Set 4%
36Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Flip: Horizontal, Vertical