Daniele De Simone

2042

Object Detection

2042 Image Dataset

v1

2023-11-26 3:59pm

Generated on Nov 26, 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 88%
798Images
Valid Set 12%
105Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Hue: Between -18° and +18°
Noise: Up to 4% of pixels
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Exposure: Between -8% and +8%
Bounding Box: Blur: Up to 2px