Jeong

finder

Object Detection

finder Image Dataset

v8

2022-12-18 6:16pm

Generated on Dec 18, 2022

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 100%
1392Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 600x600

Augmentations

Outputs per training example: 3
Rotation: Between -11° and +11°
Brightness: Between -24% and +24%
Blur: Up to 1.25px
Noise: Up to 3% of pixels
Bounding Box: Shear: ±9° Horizontal, ±8° Vertical