Thomas Hokington

Container codes

Object Detection

Container codes Image Dataset

v8

2023-07-10 11:57am

Generated on Jul 10, 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 89%
1152Images
Valid Set 9%
114Images
Test Set 2%
29Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 30x240
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 2
Bounding Box: Brightness: Between -1% and +1%
Bounding Box: Exposure: Between -3% and +3%