WPNv3 Sc1sc0r2

wpndts_3js_scrre

Object Detection

wpndts_3js_scrre Image Dataset

v1

v3 Scissor FAILED

Generated on Feb 16, 2023

Popular Download Formats

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 80%
7089Images
Valid Set 10%
871Images
Test Set 10%
876Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Grayscale: Apply to 10% of images
Blur: Up to 1px