augmentation

Kashmiri_apple_dataset

Object Detection

Kashmiri_apple_dataset Image Dataset

v12

0.8 brightness

Generated on Dec 9, 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 60%
298Images
Valid Set 20%
100Images
Test Set 20%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Brightness: Between -20% and +0%