Trial PoC

Combine LF 04 Juli 2022

Object Detection

Combine LF 04 Juli 2022 Image Dataset

v2

for 1.1.2

Generated on Jul 15, 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 88%
351Images
Valid Set 12%
49Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 448x448

Augmentations

Outputs per training example: 3
Rotation: Between -30° and +30°
Saturation: Between -10% and +10%
Brightness: Between -15% and +15%
brondol-brondol-brondol-brondolan-grading
357 images
brondol-brondol-brondolan-grading
322 images