mribrahim

Coil

Object Detection

Coil Image Dataset

v5

2023-10-22 11:14pm

Generated on Oct 22, 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 90%
18Images
Valid Set 5%
1Images
Test Set 5%
1Images

Preprocessing

Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 34% Maximum Zoom
Rotation: Between -15° and +15°