Raymond Goh

Trainset-V3

Object Detection

Trainset-V3 Image Dataset

v1

plsletthisbethefinaltimeiwillbedoingthis

Generated on Sep 8, 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.
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Dataset Split

Train Set 94%
6894Images
Valid Set 6%
412Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Bounding Box: Brightness: Between -40% and +40%
Bounding Box: Blur: Up to 3px