alrz nt

apple

Object Detection

apple Image Dataset

v1

2023-08-05 1:15pm

Generated on Aug 5, 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.
Other Formats
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Dataset Split

Train Set 87%
502Images
Valid Set 8%
48Images
Test Set 4%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
apples-bananas-oranges
561 images
apples-classification
458 images
rotten-apple-FreshApple
545 images
DSP
apple-orange-banana
1074 images
fresh-spoile
175 images