Shuvam

choco

Object Detection

choco Image Dataset

v2

2023-05-12 4:46pm

Generated on May 12, 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 95%
6254Images
Valid Set 4%
270Images
Test Set 1%
77Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x1280
Modify Classes: 1 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Saturation: Between -9% and +9%
Exposure: Between -7% and +7%