Seatech

PROJET-2A

Object Detection

PROJET-2A Image Dataset

v2

Orig_model

Generated on Apr 2, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 66%
25Images
Valid Set 18%
7Images
Test Set 16%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 1
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -29° and +29°
Brightness: Between -16% and +16%
Exposure: Between -11% and +11%
Mosaic: Applied