ISS Group 33

Throw Or Ignore

Object Detection

Throw Or Ignore Image Dataset

v5

2023-10-28 10:41pm

Generated on Oct 28, 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 82%
1263Images
Valid Set 9%
140Images
Test Set 9%
140Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 4% of pixels