Cone

cone

Object Detection

cone Image Dataset

v1

2023-11-15 4:59pm

Generated on Nov 15, 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%
189Images
Valid Set 8%
18Images
Test Set 3%
7Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Hue: Between -60° and +60°
Saturation: Between -56% and +56%
Brightness: Between -24% and +24%
Exposure: Between -32% and +32%
Blur: Up to 1.75px
Noise: Up to 7% of pixels